{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "874c4440",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "(371, 359, 3)\n"
     ]
    },
    {
     "data": {
      "image/png": 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mra3tsG3LOeuaa67hoosuwjAMLrvsMu//U2GsFOPIBFfLVCh8wXAlnKPR6GGvO+ecc8TChQsPe76urk68853vPGx7jz/+uPjkJz8pioqKRCwWE1dccYXo7Owc9F7HccSXvvQlUVpaKiKRiLjooovEjh07RF1dnbjyyisHvfa///u/xYwZM4RhGMOWNFYoFAqFv3jttdfE5ZdfLqqqqoRlWaKyslJcfvnl4vXXXz/stQ899JBYtGiRCAQCYu7cueJXv/qV+NrXvnZYWfotW7aIs88+W4TDYQF4c4V87aZNm8Tf/M3fiLy8PFFUVCSuvvpqkUwmB20jkUiIq666ShQUFIi8vDxx6aWXira2tmHL0v/7v/+7qKmpEbquC0Ds3r17LLtIoVAoJpTjXQcMPR/v3r1bAOLGG28U3/3ud8X06dNFMBgU69atExs3bjzs/b/61a/EjBkzRCAQEKeddpp48MEHxZVXXinq6uoGve6ZZ54Ry5cvF4FAYNhz8pHIbc+RAMRnP/vZYf/38ssvi4suukjEYjERiUTEueeeK5555plBrxnaVxLZN+3t7YOeP1Jf9vX1ieuuu04sXLhQhMNhkZeXJ8466yxxyy23CNd1D3t9e3u7+MAHPiAikYgoKioSn/rUp8Qbb7whAHHzzTd7r7NtW3zuc58TZWVlQtM0b7z8NlYKf6IJMcYu4gqFgltuuYWPf/zjvPDCC6xYsWKim6NQKBSKU4DrrruO66+/nvb29sOijxUKhUIxtjQ2NtLQ0MCNN97IP//zP090cxRHQY2V4nhQnmMKhUKhUCgUCoVCoVAoFIpTFuU5plAoFAqFQqFQKBQKhQ/JZDJ0dXUd9TUFBQWegb1CoRgdShxTKBQKhUKhUCgUCoXChzzzzDOce+65R33NzTffzMc+9rGT0yCFYooyoZ5jN910EzfeeCMtLS0sXbqUH/7wh5xxxhkT1RyFQqFQTDHUPKNQKBSK8UTNM4rxpru7m5deeumor1m4cCFVVVUnqUUKxdRkwsSx3/72t3z0ox/lpz/9KatWreL73/8+v//979m6dSvl5eUT0SSFQqFQTCHUPKNQKBSK8UTNMwqFQjF1mDBxbNWqVaxcuZIf/ehHALiuy/Tp0/nc5z7Hv/zLv0xEkxQKhUIxhVDzjEKhUCjGEzXPKBQKxdRhQjzHMpkML730El/+8pe953Rd54ILLuDZZ5897PXpdJp0Ou397bouXV1dlJSUoGnaSWmzQqFQTGWEEPT19VFdXY2uT/5CxmqeUSgUCn9xqs8zoOYahUKhGG9OZK6ZEHGso6MDx3GoqKgY9HxFRQVbtmw57PU33HAD119//clqnkKhUJyy7Nu3j2nTpk10M04YNc8oFAqFPzlV5xlQc41CoVCcLEYz10yKapVf/vKXufbaa72/e3p6qK2tZd++feTn509gy4bHdV00TeO///u/+eIXv0hpaSnt7e0T3axhqaysJJFIcMstt3Deeefhui6GYUx0s47I3r17ue666/jzn/+MZVn09/dPdJMOIxgMEgqFOOOMM/jmN7/JjBkzQNPQfXZHUDCQUe06Lr/4xS/47ne/S29vL+l0GsdxJrh1gzEMA8uyyGQy/OQnP+GSSy4hEAigaZrv7rTKTPVEIsHll1/Ok08+SSgUIpFITHDLDicUCpFOp1m8eDH/8/OfcsbqM8nLy5voZk0IR5pnFAqFQjG2nKrzDEzONU08HufWW2/lpptuIplM0tPTg+u6E920QZimSWFhIXl5eVx33XVccMEFRCIR30YoOo7D9u3b+f73v89DDz1EMpkkmUwygXXyhiUUChGNRjnzzDP5p3/6JxYtWuRdf/sJgQAB/f393HHHHfz85z+nqamJZDLpyzWNaZpEo1G+/OUvs3XrVm6//XZfrhMmO6OZayZEHCstLcUwDFpbWwc939raSmVl5WGvDwaDBIPBw57Pz8/37USiaRrhcBjAdyeQXGTbIpEI+fn5vhfH8vLyMM1JoeliWRaxWGxgH/W5OBYOh317AQGDj6FQKER+fr7vxTHTNH19LOViGgaxWAzw9/lqJIzVPKNQKBSKseVUnWdgcq5pXHfgOjGZTHprHL8hhEAIQTgcJi8vj5KSEizL8u21rW3bhEIhDMMgm80ihEDTNN+JY0IIDMMgGo1SWFREYVERpmH4bh+Q4pjrupim6e23fmtnLqFQiEAgwEMPPaSEsXFiNOM/IWeMQCDA8uXLeeSRR7znXNflkUceYc2aNRPRJIVCoVBMIdQ8o1AoFIrx5FSaZ4QQ6LruW7FJ0zQCgQAwIDz5TWQaDimI6bruS2FMtk2KTY5tg8/aOBxyP/WzMCZv7t9yyy2+zS47VZmwEJxrr72WK6+8khUrVnDGGWfw/e9/n3g8zsc//vGJapJCoVAophBqnlEoFArFeHIqzDOmaXo/qVTKdyKOJJPJkMlk0DTNS/uUApTf0DQN0zR9K4xJXNf17FZy2ykA//XqQMpirjDm134VQhCPx3n99dexbXuim6PIYcLEsQ9+8IO0t7fzb//2b7S0tHDaaafxwAMPHGZqqVAoFArFaFDzjEKhUCjGk1NhnnEcB9d16enpIRQK+VJskul/lmUhhPCiyPyKEALHcbBtm1QqNdHNGRYpLOaKeIZh+FYYg4F9VQhBNpv1ndeYREaN9fX1+baNpzITat509dVXc/XVV09kExQKhUIxhVHzjEKhUCjGk6k+zxiGgeu6FBUV+TZyTEaLZbNZdF0nnU4TDod9KeTBWymLuq4TDod9KZDJvpPiqCsEtuMQ0HXfimMy7deyLAzD8GVUlvTH8+NxpJggzzGFQqFQKBQKhUKhUPgbKTBIYcyPgpNslyzW5PfiXTJyTAjhSwEH3kpJlBF5+iFBz8+4rovjOF7f+hUpOCr8h7/3cIVCoVAoFAqFQqFQTAgyysnPqYqyjVJ0mAzpajJyzK+VzXMrwst+FT4XdGTqp+HDipq5TIb981RFiWMKhUKhUCgUCoVCoTgMKTwlk0nfRuPISCyJjBzza3sBz+A+m836sp1CiIF0StcdVK1UMGDI72c8Mc+H/erXdikGUOKYQqFQKBQKhUKhUExBhADXFdgZgRhF4I+maTiO85Y44sOFvRTwJpufkxSd/IiMHJMi3mTp19x2+5HJ0IenMv48Gn1A2oatBwQHd6uwR4VCoVAoFAqFQjE5kNE9GVfQ2SfYvU/QucfByY58YS4X87ISpB9FBxk5JtPqpJ+TH9sqkf3qV3FMIgU8TdO8SpX+7dXBKYt+Hn+FP/G3W+EE4AL7UoI/3p1l4z1ZPrZGsPaaCEpHVCgUCoVCoVAoFL5HQMoWvLnH5ZknbTY9avPhCzXyy4KYwZF5XOX6ePlZbLAsC9M0cV3X94IT4Al4ruv6tl9lcQMZlefPVr6FispSnChKHMvBcQV3Pedy6x1pWp7NEOxx6ak38H9mtUKhUCgUCoVCoTiVEULQE4emDsEbjS4bNmTZ9UKWYJvDwbkmaDKm7PhlDtM0sSyLUChEIpHwpQChaRq2bZNOp4GBCpuWZU1wq46MFJ1k32az2Ylu0rBITzTbtj0PMj9jGIZX5MCvKcAKf6PEMQYO/D886/L/bkvR9UqWzk4X0lARnuiWKRQKhUKhUCgUCsWREUDShr4eePS5LH950mbrSzZ9/S6pDsH0iCDrCtxRaDDSQLy9vZ1IJOLLKCeZ7hkIBBBCEAqFBj0/dp8DrguOI9B1MIyBbY/0I2QaaDabpb+/35eRblJYktUfdV3HtCwvZMR/e8FbKZXpdBrbtie4NYrJyCkvjj0H/N91CXrjGXp6BLqAGecY7HpEMJBkqThRkkBHXEDnQH8WFmnk5flvElAoFAqFQqFQKCYbWWBTn+A/PpEkkbDp7XI42CWoX2HS3CcQroNmS7eokckapmniOA4lJSVkMhlfRuNITywZOZZKpQiHxybKQQjIuoKOHkEyC7YB3Tsc8qIaobBG0ISyCp1gSDvurpXeaIZhEIvFSCaTY9LWsUSa2ksRz3EcHJ9H5BmG4YmkpmkqgUwxYk55cSwFHNgvcB3BuxfDFZ8Os3VRgK89EkeJY6PHBt6MC275XZan/yuFKxyvO3UN3rZc59MfDzLtjACElFCmUCgUCoVCoVCMBhto7hS0NLkUhQUXr9RZti7AzgKD27+axnJcsMAIjGLbto2maWQyGd/6jjmOg23bnihiGAO+aifSVsGAMNbvCrZ0CB76c5aND2Q42OGSF4VEHKIROGOxwfsuMqlbZBIoNNDMY4tkMnLMdV2y2awvBUeZRpkrNsn+9N8eMIDruti27fWtQjFSTnlxDOBdCw3+7ltRZs0IoAVgT8fIcvEVg3GAl9oEn/i7JNnNKZzM4a/530cdXnkqwXf/02XeRSEIKIFMoVAoFAqFQqEYKTpQVgqXvcti9nyTRYsNCmtNDr7uYIWht3tAfLHTIxdhXNf1hAY/pv/BQLtCoRC6rnti3liQdQXPbxPc9L003ZszZLtcRADCAZ3eXpfmVuhqc9n0ZJaPXhlg5buC5FUYaMaxP18KYjJCy29omoau6wQCA4pqbhVIvyKLMfi1TxX+55QXx84G1t4dwjAHTgIDqfj+U+8nE/Gk4P+71UZsTLG+BP7+yiCLLw1Bmc6eg3Dbn23u/38Jtu1x+M/Ppbj+fo2q+SGUIKlQKBQKhUKhUIwMC1gY0Vj5fwPYtsCyNJJAIKqhoVFgauiuwAzCSA35A4EAgUCASCRCX1+fL6OcYCCVMplMous62Wz2hNP/hIDmg3DvX2z2/CXJ25cYXHhFkNlnWLQLjW5H48XXHR67N82bb2S59+4s1fN05pTpDASuHbmPNU3zqmtalkUmM0wkgQ8QQpBMJr2CAX6PxpKVNWWUm1/3VYV/OeXFMR3QLSXKjCUCiJlw3UU6778uilZjDkwPmsasMvj6x01SoSh3/1ecvzQ5fPD3GUr/TxArX42DQqFQKBQKhUIxEnQgdmg9MxDoo5F1BXYSMklIC3B0sNMj37b0mzpw4AD5+fm+jMgRQmCaJpFIBMdxiEajCCFOyJBfAywNKoOCL384wOrzLUrnmoSLdGr0gfVOXY1GHMF9LS5vHHDY9rxN7YIAkRLtqCb9sgpkJpOhp6fHl2KObEsgEMCyLAzDwAoEfG3IL6tq5gp6CsVI8GdsrGJSEzbgc2fofOC/89BrDuWnyxx1beBuybsuMJjVMHBHZ3+jg52VpaUVCoVCoVAoFArF8aIhr7EP+WxpEGGgsmIwApoALaOh6SM35LcsC9d1qampwTAMXwk4El3XEUIQj8fRNI14PD4m2w0ZcN5yk/d8Icz0VQHCpToYh1IONY3qMo3Tl1vUzLXocTU6dtkku9xjLmlyI8cKCwt9J4zBW+metm2TyWSwbZtsJuNLUUwiRcZQKIRlWb4UchX+5pSPHFOMPYGAxpqzjKO+pqxcIxIZmKAPNAqyWZew0moVCoVCoVAoFIoTJqGBGR6IHCswgCAYo8g0lB5e8XjcM2j3G9KAPRwOe6mKcGKG/AAFUVgyTycYHD4SzDA1KmsgEtTQbY2ObkGgkOMy5LdtG9d1SafTXoSbnwSyXEP+YDCIaVnostDBBLftSMjCDLJvFYqRotQIxYTgugO5/AC67t+TrEKhUCgUCoVCMdkwBbgpsMKC3qwAIQ35RybASEN+adDuR3RdJxgMAm+l1p0omgamqREKHSVFUgM7JXAdyDhg6NDX4iKOQ5eRgpj88ZMwBoMN+YUQOLb91uLNxyhDfsWJ4M8znGLKs/+AoK/PBQT1c8AK6CiJTKFQKBQKhWJqIqveKU4O2qHIMeHkGPKPYggsyyIQCBAKhXBd13cijiSVSpFOp9F13ausOJ5tFQKEK+jqhbQrCIegulonr8g4qt8YvJVWaRgGpmn6tk9d1yWVSpHNZgcJeP5sLRiGga7rGIci3Pzarwr/osQxxUmnLw333W/TuNsm34LlZwcIRZQwplAoFAqFQjGVsCyLsrIy5s2bx6WXXjrRzTmlcATYSbAzhwz5NbCzMNKb0Y7j4DgO7e3tvo3IkYb8wWAQ13UJhULj+3mAK2BfOzz7RJZ9b2aoiLnULzUJ5WnHnVaZyWTo7+8f17aOFhnZZpqm5+VlmqZvhTEY2FeFEKTTaU8gVShGghLHFCeVnpTgjmdcXr4nRaDN4cozNMrXBiHkv4lWoVAoFAqFQnH8yFQswzAIBAJU11Tzz1/4Z/74xz/ywx/+cKKbd0oRAIQGVmhgwac5Gro+8utt0zRxXZeysjJfpv8BXrvS6TSappFKpbznxwPHFbT3CZ582eGVx7JEEoL1SwzmLLewYtox5UdN07yosVgs5kvBUQqh0sfLdV2yts3ISzqcPGTEWCAQ8AQ9hWIkKEN+xUmjvV9w57MOv/5RioOv2aydrvHez4QoqDDw72lWoVAoFAqFQnEk5CJa13V0XceyLK9SXFtrG427G8lms9i2PdFNPaVIa6BbA5FjmgZYoI0iLCKbzQKQTCa9aCK/IdM9g8Eguq5jmuOzxBUCMrZgX7vgoWdsHrw7Q2q7zYoaWHO+RazaBONQ2dCjbuctQ/5sNutLwVEIgRDCE7plyqKfkVGOskCDQjFSlDimGHfSNuxqdrnzEZs7b0+T2Zzl7Hk6137Gom5FECx/n2gVCoVCoVAoFAMMFcNyTcVd132rUpwGjutw7733snLlSs4888yJbvophSEAB8wAZBICzQXXkYb8xy9wybE1TdMTyvyGFMRk8YCxFkaEAEcI+lOwY6/LA3+xefRPaTKNDmcv07niAwHmnh3AzD+2MCbJjbL0o3Cce1xLwUm4LhyKzvIjMiJPnpcUipGixDHFuNKXFjz+usv//jrD0xvSVGguF51n8tGPB5i1JgBBJYwpFAqFQqFQ+JWhYljuc4AXpZFr1m6aJoZhYOgGTU1N/OY3v6G6unrCvsOpiNBAN8G1IWRogBhV5FiugCOjifyGEIJsNuuJYnLfHItINyHAdgXNPfD86w5PPJzlzb9miWRc1q0zecc7LRrOsjAK9eMWxgDvWJI+WX5DCOGJ3bmVNWVL/Sg95Vb+9Ou+qvA3ShxTjBu9ScFvnnT4/c0pWp7KclodvOuSABd9IEhlg4k/T6sKhUKhUCgUpy5SCMv9LZ+Hw8Ww4RagjuN4C1XDMHj22Wd5+OGHT+r3ONXRBdjpgTixrADXBeHASK+/hRCe75RhGL6MyJH7mRRGxjL9TyDo7IWHnra5/54MLa9kmTtNY/3bLVats5g2yyScr6GN0M9Nik9+Tf/LFcVzn/MzXjVNJYwpRokSxxTjQn9acPOjDr/8URJne5YLV+hcfnmAJRcGCRX5NxxXoVAoFAqF4lRiaGRY7mJYLuBzfx/PolMKKlK0SKfT3HnnneP5NRRD0UAzB6QwUzskehojFzekIBIOh32bVpm7f+q6jm3bJ2zIPpBKCQcOwh+fdNjw+zTJXTZr5mm8450BlqyzKK42Rt2n8seyLF9XVnRdd6AfD6VNG4bh2/AGmdqdm/KtUIwEJY4pxpysC4/uEtz2Xyn0nVkuPVPnb/8xzKxFFoRUGqVCoVAoFArFRJK7eJQV3qToJdO8RiKGDYeMipFpeY2NjWPVfMVx4AjQDtmLpV0BOqMaS5lWJ3/7FcMwsCzLezwWZBzBs9tc7v1dBrHd5qJVOhdfGqRhvkmoUB9xtJhEise5IrLfkGNtWdagdGo/k3vO8vO+qvAvShxTjDmJtODHd9tkN2d55xyNj38pROWiACqNUqFQKBQKheLkkxsZJtPP5EJSpknKxeRYpnnlRo+ZpkkmkxmzbSuOjqFBNAgV5RoCjbwiDSMw4D02kmty6R8XDAa9ipV+Q+7PmUzGE/KkUDYaBsoWCPZ3Cx59wqZ7Y5oL5+m8/X0B5p5hYViHPPdGubSRx4QU9PwYkSeFMNu2PTN+P459LkPPcQrFSFHi2BAM4KwijV/8MkzQCDKjQgdUtNPx4gAbU7DzdxkqIoILzzaUMKZQKBQKhUJxkpFV2+SPjKbIreiX69EzHsjPUylOJ5+gBgvLND79qQAleRY1RRpmcORjIMXS7u5ugsGgL8cxtxCEEIJgMOg9P9r2ZgTs6oHtz9sUBQTLFmnUzDNxNY1MCkxz4DNtG4JBsLPguBAKgS4/8wgfLY8Lx3FIJBKjat94I/s0N+3aMAxfG/LLfTWTyfi20IHC3yhxbAg6UBHUqFivumY0uC5sbhLQ4eDmQ3dA58W/OgzIZkdmcQUEp5kDt7kUCoVCoVAoFCNCLl7lb3grtVFW8htvMWw4cqPHFCcHjYEb/nXFGtPPNQkEQLgD1StHKmsYhoHruuTn55PNZn0pOEgBR0ZgZTIZQqHQ6DcoIJ6FXfsFvXtc8oVGcxJeetUhku+SSEAgMNCT6QyEwhp2RoCA02ZpFFQZaAGNI/V1bgGBUChEOp0efVvHidzKjzK61HEcrDEsdjDWSBHesiyvwqpCMRKUAqQYU1wBO3YDOHT1w3duz2LdfewT0/c/arD072IYYSWOKRQKhUKhUByL3BQi+ViKYTJyIpeJFDU8U2/FSUPTNAImb632RqlNyv1IRuL4cRylcGOaJqZpjolHVkSH1jaBi0N7r+D+Zx0eeiWF7UAkAqkUaPpA1FhvjyAS1SjN1yg+T2Pu+yIESrUjypC5nmOuT9MVZdsAT2xCVq6dyIYdBZlS69c+VfgfJY4pxhYBMm3ecaHjIHDw2CenVN/A3RaFQqFQKBQKxeHkpjbJHxnRYdu2FyUhBQw/LQ6VODZ5yU3B9esY6rpOMBj0jomxaGdvGqIhqC7TaUkJtKBGMino6xcYhkZnp8AwoLhEo7t7YB0jotCW1JhzHEJk7vHpx36V5xvp3ea6rm9FMYlM4QZ/9qnC/yhxTDGmBAz4j3do/Ns5hSN6X14IdBU1plAoFAqFQuExVAwDPCEsnU57kR1DxTA/CWOSoZFsismBZVkEAgEikQh9fX2+3LcAUqkUyWTSS688EUN+gJIIvHeFztu/HaGiTGfvHpdwGMIR6OwQ5OdruC4kEoKiYo2+XoEmYOZMg2D+0dc0MvXPNE0sy/JtoQohBOl02kunHctiHeOBjBo0TdN3NwgUkwMljo0j4hQMhdI0iAW1ARdQxVsI4YUi+4ZTb/dUKBQKhcLXaJpGIBDwhDBd13EcB8dxDvMNy42MUIvAyU/uuA43xsfzXslI33e0z7RtG9uxaWpqorCw0BNzDMPwijzIlF7pU5X72LZtTHNgyek4jrdvD/d46PaAw7Y93PtkOmU4HMZ1XaLRqLet3D453n7VtIEs1FlVGlqVgaZBadnAb02DhhmHv15+1NBNH+l4zWazZLNZent7vag3GZ13rO8rx2Vov47leMgqpVLEk1Fkw+1rI9lfR7ufH/V9h5pk2zZCCJLJ5IA/mmXhuu5R97mh/Sdff6S+HDoGiqnFpBbH/Kpgy4NKY+AgysvL860JaTQaJR6Pe3/7PexdThqmaVJcXExeXt5EN+kwpAGkPKmOR2n0sSC3XfKEH4vFKCws9N1FtmxfZ2en91xuu/1E7kRqWRaRSITCwkIKCgomummHYRgGnV1dBE/EtFahUCgUo0bTNM444wymT5/Onj17aG5u9qrX9ff3DzJAnwzRYYrRkTuWudGAw0UGHs/jkbx26OfkXq8KITBNE9d1qampIZ1OE4lEKCgoIJ1Oe353MlJLej4FAgHP+ykYDJLJZBBCEAqFSKVSAN5jXdcJBAKkUqlB25MCztG2F4lESCQSGIZBOBz2jp14PE44HPa+x5G+43B9kvucfuixEKDrbz0eab/KvtS87QlPdCoqKsK2bYLB4LD9Fw6HSaVSR+w/Kain02kv0jQ3ci6bzY5oPDRNIxgMkk6nPa+xbDaL4zhkMhkCgcBR9x15XT60L49nnzvSeORu70j7KuBFjEUiEU8ozc/PH/b7yn1naP+Zpkkmkxm0/1mW5aWwywIKyWRSiWNTkEktjoE/84ml2iwPol27dk10k45Kfn6+l58tTwR+xrZt4vG4b0sfw8AJPNcg14/IY0fXdVKpFJlMhvb2dl8eUxJ5MQH4VnCW/RcKh3j11Vfp7+8fJED7keeee04tshQKheIkoGkaixcvZvXq1axevZr169dTW1tLIpHgRz/6EXfccQdNTU3DVtpT5+mpS3d3N3l5eXR3d6PrOtFolL6+Pi8iKpVKEQwGvWILsViMVCqF4zgUFhbS09OD67oUFRVx8OBBAGKxGP39/Wia5glHMo0vmUwSiURwHIdUKkUsFvPS52KxGIlEwhMWOjo6cGyHdDpNYWEhmUyG5uZmamtrSSaTxONxysvL6e3tRdd1ioqK6OzsJC8vj2AwyIEDB6isrETXdXbu3MnMmTPRNI29e/dSW1uLbdt0dXVRVlbmpUaWlZXR09ODYRgUFRXR3NxMUVERkUiEffv2UV1dja7rNDU1UVVVhRCCtrY2li9fTigUQgjBwYMHvZTQeDzuPZ9KpYhEIl7Rimg06n1f2ZcARUVFdHV1eTeP+/r6vEgqOR4y7TAajZLJZLBtm8LCQnp7e3EcxxsPIQR5eXn09/d7EVidnZ1ks1l0Xae4uNj7rPLyctrb28nLyyMUCtHa2kppaan3faurqwHYv38/06ZNw7YHovpqa2tJp9P09fVRXl5OX18fmqZRWFhIV1cXsViMUChEU1MT5eXlGIbBrl27mDFjxqDxcByHjo4OysvLSafT2LZNWVmZtx/29/eTl5dHOp0mk8mQn59PPB7HcRzy8/O91Fv5OLf/LMsiGAzS399PMBhE0zRSqRShUAjbtr39T0Z+FRQU0Nvbe9h45OXl0dvbi2EYBAIBkskklmXR19fn3VSIxWIEAgH27t1LdXU1gUCAPXv2UFtbC+DtO/L7VlRUeP1XVlbmjVt5eTkdHR1Eo1HC4TBtbW0UFxd77VJMLTQxCWfa3t5eCgoK+PGPf0wwGJzo5hyOBq7jDgrr9SsyLz+RSBCJRHwfOZZOp70Trl/7Vd7J6OnpQQhBLBbzdVttxyaVTHmTiK/batscPHiQWF5s4DmfWoNqmubdpcrPz/dd1OBQgsEgpy9dwqy58+jp6SE/P3+imzThyHlGoVAoRoOMbNY0jerqas4880zOOuss1qxZw7Jlyw67cWbbNi+//DLf/e53efrpp+ns7PQWo1PNq0vNM28h55pvfetbFBYWkk6nAQgEAmQymUGRQPIaLZPJEAqFyGaz2LbtPXYch0gkQiqVwnVdIpGIt71QKEQymfQiY9Lp9GGRWY7jYNs24XDY214sL0Z/Xz+maXriTq5AJL3wMpkMwWDQ24Zsh4zWkV5g4XCYeDyOruuEQiEv6isUChGPx71oqlQqRSAQ8KpQymgnGbkjo39isZgnkuTl5XmCIuB9X9l/MqpI9qVsqxQDHcchLy+PeDyOEMKL2JL9l06nveyV3AgqOR7SCzAUCnltHToeMjIrFArR29vrZRik02nv+8ooMplGnZvlI79jruApixEkk8lB4yHbl81mCYfDg/pv6Hjkbm/oeFiWRW9v76D+k+mKjuN431fuf9ILMRaLeX0ZiUS8z8yNzModD7k92e+O4wwSasPhsLcOzB0PmeZrBSxcxyWRSHjrxNxoMTmmyWRy0L4j03Hj8biXSiqj5uDwyLtIJMI999zDn//8Z7KyCp3Cl4xmrvF/mNBR+Id/+Ad0XfftYv7OO+/kve9970Q345gkEgmuu+46vvOd7/haGAOYN28et956KytWrJjophyTBx98kGuvvZbNmzf7ul+FEPzLv/wLX/jCFygqKpro5hyTD3/4w/zhD3/wrXlpLq+99hoLFizw9fhL9u1pnOgmKBQKxaRF0zRvYZqfn8/ChQtZs2YNZ599NmedddYRbSAEA1XuDMNg3rx5rF+/nsbGRg4ePIjrupimOeXEMcXh/OxnP6OpqYmamhovkr+mpoZEIkE6naaoqMgTgSKRCF1dXeTn52NZFgcOHPCiiXbv3s2MGTMQQnjbs22b7u5uSktLvUyBgoICDh48iGmaRKNRWlpaKCoqIhQK0dzcTGVlJZqm0dLSwvTp0/niF7/IO9/5Ti8zIhKJ0N/fTyAQwLIsLzJLRrZJMUZGZklxR36uruuDHsvtDRcpl81miUajnmBSUFBAX1+fF9nW09PjRdvt37+fW269hVtvudWLKEokEpSUlNDV1eV9bkdHB/n5+QQCAVpbWykrK0PXdVpaWqisrAQGIrOmT59OJpOhtbWVadOmkUwmSSaTFBcX09fX531ud3c30WjUi5SrqqpC0zR27dpFQ0MDgDcejuPQ3d3NihUr+PznP8/q1as90QoGAgFyI/mkKClvuPf39wMMimaTkYZDI7OkeDd0PBKJBEIICgoK6Onp8SLMZORi7ngAPProo/zgBz9gx44dBAIBOjo6yMvLIxAIsH//fqqqqjBN04tmE0LQ0tJCVVWVt//JyMD+/n5KS0vp7u72Prezs5NYLEYwGKStrY2SkhJ0Xae1tZXKykqEEN54ZLNZb79MpVLE43FKSkq8qLyPfOQjXHLJJZSUlAyK2BNCDIrky913IpEI8Xj8sMhAOR4yMjCbzRIKhfjqV7+qhLEpyqQWx8rLy30pjuXn57Njxw6vXbZt+zYFTOZvy7DU6upqT1H3E7kmkI7jeH5zfktZ9PbEQ75TwWCQwsJCL3TdT8i7N319fd7dkNw8fj8h99NsNktRUZHnOTfUbNUP6Lo+6M4r+N/LT9O0U7KAiEKhUJwIMqoiEAhQU1PDunXrWLVqFWeddRYNDQ3Hb1WhDURCRyIRzjvvPF577TXa29tpamryxALlbTO1kWJXR0eHl4bW0dHh2XN0dHR4nrbJZJJAIOAJRHl5eZ4na1lZGR0dHcBAlJHcXiAQoLOz07P8kNvLZDJemmE8Hqe/v59oNEpnZyeaplFaWko2m/VEjFwPqKKiIu8aLPexzJqRaXNSlICB6zl5/Xa0bYTD4cO8pyzL8h7LyO7c7bmu63lHNTc3e9FDuq7T3t6OYRi4rktHR4eXgiejibq6ugC8foeB9Zy0G5F9OXQ8AG88+vv76e3tJRaLDRoP+VhuwzAMCgsLPWP8goKCQf0aiUQ8r7fc7zvavhxuPIZuT15P576v8NDnJA/Z2CQSCTo6OggGg54g2tfX54mcss9k/0WjUW//C4VCXv+Zpun1gxCCjo4OTNP0thcKheju7j5sPKSomftYrmE7OjoIBAID+w2CYCg4KPo/9/sWFhYes/9y9z85HnL/u/nmm+nr6xv+QFZMesZcHLvuuuu4/vrrBz03d+5ctmzZAgyU2f385z/PHXfcQTqd5qKLLuLHP/4xFRUVI/6stra2MWnzWDNUCPOr71TuiRjwUgHlCclPSMPKaDQ6yCvLb/3qGaHm/J1KpUgkEr6LdJIh1J5wow1OA/ETnjHqIaN7IQS9vb3enS8/EQgEPBEvd18F/4mOk5WTOc8oFAqFREZlBINBYrEYq1evZs2aNaxYsYJFixadWCq2NnCtU1NTw7nnnsuOHTu8eU5Gj/ltvpvqnMy5pr+/37vpK4UeKebIaK3c6o3S30vTNC+iDAbSiKQoKx/nbk+KIEOrQTqO421Pvs80TQKBgHe9HY/HiUQi3nWiXEfIa5vca5zhHueuO0bzviN9pnxO3kjX0CguLiaTyXgC4tG+75H6Tz4/tP9yx2Y04yFN7mXKq4xSGk2/HqtvTmQ85PlGVgMNBAJeemtvb6/3nmN9Xzh2NdIjjcfxjo00zJdBFHbW9j7zWP0zkn0umUzyne98xxMDFVOPcYkcW7hwIQ8//PBbH5Jz5+yf/umfuPfee/n9739PQUEBV199Ne9///t5+umnx6MpCsVJZeiEMpnwq3+XQjEcap5RKBTjjUw5k5XPli1bxtKlS1m6dCkrV66kqqrqhD9DY3DkbjQaZe3atWzevJmmpiZ27tzppWuq6LGTz8maa+TY5nqU5o537mP5mtyMhCO99ljbONr2cj2gZLrZkcSX42G0NwiPJPLkPpebrQN4KZgyK+J4vu9oH490e7K9wWDQE55G26/H6pvjfe+R/i/Fpmw26/3IfSOX8dj/RvpY9mUwEMQ0TU9sG8t+vfvuu70oQ8XUZFzEMdM0vXztXHp6evjFL37B7bffznnnnQfAzTffzPz583nuuedYvXr1eDRHoVAoFFMMNc8oFIqxRnr35OXlUVBQwMyZMzn99NNZvHgxixYtYs6cOeMSAewJZIfSK4uKili3bh1vvvkm3d3d9PT0eIbVfi/wMtU4lecaaXYOA+LDZLjxmxvt5Nf2ygg3KT76tZ0SKTDJKCw/IiMHNW2geNd49Gt/fz8//elPaW9vH9PtKvzFuIhj27dvp7q6mlAoxJo1a7jhhhuora3lpZdeIpvNcsEFF3ivnTdvHrW1tTz77LNHnEjS6bQXegqo0qkKhUJxiqPmGYVCMRZEIhGKi4spLCxk+vTpLFy4kIULF7J06VIWLlxIIBA46W0KhUIsXLiQs88+m8bGRvr7+3Ecx6vypjh5nOpzjayYmevxPNSWxU/IaoOAb4VkWUFSRpHlPu/HfpXCGOBLr1+JLN4A42Nj8tBDD9HY2Ojb/UoxNoy5OLZq1SpuueUW5s6dS3NzM9dffz3r1q3jjTfeoKWlhUAg4BnhSSoqKmhpaTniNm+44YbDcv4VCoVCcWqi5hmFQjFaDMOgrKyM8vJyKioqmD17NkuXLmXu3LksWLDAq5J2shkaPVZcXMyZZ57JG2+8QXt7O21tbZ73mN8K/ExV1FyDl07pOI4XReZn5PGRSqV8WwwNBqLHZHSbn9spUyult5dfC0zlFpjL9aAbK+LxOL/+9a9pamoas20q/MmYi2MXX3yx93jJkiWsWrWKuro6fve73xEOh0e1zS9/+ctce+213t+9vb1Mnz79hNuqUCgUismHmmcUCsVIKC0tpbKyksrKSurq6jwxbMaMGUybNo1QKDTRTRyMNmD+P2PGDM455xwaGxvp7e0llUphmqZn0q4YX9Rc81aUk4xaDIfDvhRHJFJoikQigyL0/Eau0GTbNoFAwJf9mhvNJitN+lWclwKeFPRk4YSx4PHHH2fTpk3K9/EUYFzSKnMpLCxkzpw57NixgwsvvJBMJsPBgwcH3WlpbW0dNp9fIisDKRQKhUIxFDXPKBSKXPLz86mtraWmpoaamhqWLVtGbW0tdXV1NDQ0kJ+fP9FNHJah5vwFBQWsXLmSLVu2sHfvXvbu3euZTsv0IcXJ41Sba6QwEggEfB/hJJHeaH4XMXILHExEpOpIkN5ok8HzUKbV5hrxnyjJZJK77rqL3bt3j8n2FP5m3MWx/v5+du7cyUc+8hGWL1+OZVk88sgjfOADHwBg69at7N27lzVr1ox3UxQKhUIxBVHzjEJxahOJRJg2bRp1dXXMnDmTJUuWUFdXR3V1NdXV1ZSXl090E4+b3PRKgOrqas4880y2bNlCV1cXfX19XvSG3xeqU41Tba6R4oIUnPwaMZSLrOwqU0H9iIxskv3q9+NYCniGYfhWyJNimEyrHcvo2meffZaXXnrJ15GIirFjzMWxf/7nf+bd7343dXV1NDU18bWvfQ3DMLj88sspKCjgqquu4tprr6W4uJj8/Hw+97nPsWbNmilR1UWhUCgU44+aZxSKUxtd16mqqmLOnDnMmjWLpUuX0tDQQGVlJdXV1VRUVPgyRWmkaGiEw2GWLFnCmWeeSWNjI5s2bUIIocz5TwJqrhmIHpNm/NJzzK/G8fBWtcpEIuFbIUd6eMk+zDW792u/woCfm5+rlg7t07Hoy0wmw0MPPcSWLVtOeFuKycGYi2P79+/n8ssvp7Ozk7KyMtauXctzzz1HWVkZAN/73vfQdZ0PfOADpNNpLrroIn784x+PdTMUCoVCMUVR84xCceqhaRqRSIQFCxZw7rnnsnr1aurr6yktLaWsrIxgMOjrheVIGGrOX1ZWxurVq9m0aROtra20t7d7kTF+jY6ZCpzqc01uNA7gVUz1M5qm4bougUDA96mVuamKfk1ZlfuArFhqGIYvzzlSGJP96TjOmIh4zz//PE888QTJZHIMWqmYDIz5Ge6OO+446v9DoRA33XQTN91001h/tEKhUChOAdQ8o1CcGsgFWSAQ8IzAo9Eoy5YtY926dZSUlHivnSrC2GFoAz46CxYs4JxzzmHPnj10dXV5QoUfF6pThVN9rpEigzRil2KDn4+13Db6OcJJerjlio1+7FfZ1smQxi0FMsuy0HV9TPrz6aef5tVXXz3xxikmDf6MN1UoFAqFQqFQnFJomoZpmgQCAUKhEOFwGMuyvMWZEILGxkZeeeUVDhw4QCqVwj20ePPrQni0aAxe2EWjUVauXMnpp59OTU0NMFDRUqa6KRRjjTTjN00T27Z9m6aYizxPuK7r2/ZKAccwDK+6op/JTQP183lWzh9jNR/89a9/5aGHHlJRY6cY/jxrKBQKhUKhUCimPNI8OxwOE41GvQputm2TTCZJpVKk02kSiQSO43Dw4EGeeuopXn31VXp6ehA+j2Y4ETyBTANN16irq2PdunUsWLCAcDiM4zhefykU40E2myWVSqHr+qSokBoIBLAsi2Aw6GshJ5vNegbvfo/+lJGDMpLXj/0qhbtMJuOZ8Z9opNtf//pXnnnmmTFqoWKyoMQxhUKhUCgUCsVJQdd1LMsiFAoRi8UIBoPoun6YGJZbcUxWdkun0wgh2Lp1K48//jg7duwgfciUfipGj+WiMRBtsnLlStasWUNDQ4MXdRIIBCa6eYopiDTjD4VCOI5DNBr1nvcr2WwW27bp6uqa6KYcFZkuDhAMBgH/9qsUmqSg50cxPjelEgZS0U/Ex+21117j/vvvVxUqT0GUOKZQKBQKhUKhGBdkqksoFCIajRIOhzFNE9d1SaVSJJNJ0uk0tm17YhgMXijmLs4AbNvmpZdeYuPGjbS1tg6kUoH3M5UYFD2maRQVFXHWWWexYMECSktLsW2bQCDgW0NvxeRFpiUmk0l0XScej4/ZtoUA1xVkMoJsRozZwSvFkaKiIl+KOBIhBOl0Gtd1fS3ASDN+wzC8dHc/k81mcRyHbDZ7QpFjGzdu5KGHHhrDlikmC/4uOaIYhBCCPY0DB7oJTAsANepiSKFQKBQKhX8wDGPQj/QMkxFhw0VIHE/UhIweC4VCbN++nYceeoiGhgbKy8sJRyJyQ+DjRfEJoQ307YoVKzj//PPZt28fbW1t2LbtVa9UKMYK13WxbdsTtKXwdCKikxCCHXsFiR6XWESjucklpENDuUZSQHGZTqR49LEbskKlTK/zI7KiYjAY9Mzj4cT6NZMR7NnjYhlQU62hCTCD+gmHweTemJDCk1+RVT9DoRCmaY66P7dv3869997r+2qnivFBiWM+Rwi45S8O3/peEl7PDPpfCLiwVuOf/zVE+YWhQ9eCU/SCcIxJCcGdOwVfv6CfGDYfOtfg2hsjUKqMbRUKhUKhGAkyskD+SM8wKWaN5SI1m81iWRaBQIBXX32Vl19+mfr6embNmoXh88pvo0VDQ+SE1RiGwZlnnsmLL77IgQMHaGxs9DzIJoMvlGJyoGmaJ4xlMpljv+EoCAFNPYI/P+7w+IY08d0OB/Y4VFTqOFlBvNvl7WssLr4kwGlvC4AAzRj5cZwbfepXQ34p4Mjz5ImJjdCZEdz7vMODN6XRe23OWapz6WdCFEzXGIt1od/7UyKrfw6NQh4JQgjefPNNfve7341DCxWTAX/v5QpubYRv/l0c99UMrsugn7gDd+8WfPyfkjzxvX7f5qr7DQH09cOv7rBxHBvHGejPKZeLoVAoFArFOKBpGoZhEAwGiUajnpG+TJXs7+8nlUqRzWbH/NrEcRwymQy6rtPR0cFjjz3Gli1b6O/vH/S6qXZNlJteqes6DQ0NnH/++cycOZNQKEQmkyEQCEwpUVAx8SSTSeLx+CCBbDTHVtKFvzbDrd9M0vy8jdPv0t8vMCwQAejshwefdvjF95M8/OM4qS4HRqGpB4NBL/3Pr5FjQgjPX1EKZPL5kW0HXAStvXDfUw6vvZ5l2xsOrbtdREaMqv+GQxry50YC+w1N03Bdl2Qy6flPjqadTU1N3H///b78joqTg4oc8zkasNSEz3zQ5NxPR6HBwAHeSAh+9jubh7+WYHuvwx0P2yw8I0Pp2iAqeuzoZIXgkW7B9p+lvOdUjykUCoVCcWRyI8NM08RxnGOmSsL4iFSZTMZL83rppZd4+umnqa2tZcmSJZim6ZkzC6bW/O5FkB0SyNatW8fGjRtpamrizTff9ATLVCp17I0pFMdACIFpmkSjUbLZLHl5eaM+nm0H3IOCZVE4e7XJgnMt6peZ7G5y2ZcSPPKSy1//N83Tu22cR2xq5trMWatjRWAkR3E6nSaTydDe3k5Eplr7kNyKmuFweFTCGEB3Ch79q82O32fI9LkUhqCoUiMQYExOflJ0kjclpKDnN+Q5XxY3ME0T0xyZzCGLvfz85z8fjyYqJglKHPM55+rw0Q1RtHrd89AwgKURja9+wMJJRXj0G31se13wzMNZ3nOWNRCHrBgWIaCnH7767xnAHuhSdXNAoVAoFIpByFRJ0zS9dBrHccYlVXKkCCHIZDIEg0EymQxPPPEEp512GpWVlVRVVXnXS9oU9h/TdI3CwkLOP/983nzzTdrb2+no6CAUCvneG0gxOZDHfTwexzAM+vv7iUajoxJHAjosq9O58OcRjCBESnUIaiws0pkrYPkMwQ3dgqf+16Vpp8vOl23ql5tYYWNEIo+MniwrKyORSIy4nScLacQvhCCVShEMBkfcr44QHOiBB55yiGdsAkFwBST6IJWCyBisb4QQ3jwQCAQIh8Mkk8kT3/A4kclkvPRy27ZHJJB1dXUpE36FSqv0O7V1oDUYw17cFefBO84yoDZAL9DRK+CgUnqOhADSQnDzRoH2QJqifGiYp4REhUKhUChkVclgMEgkEiEcDg9KlYzH416qpB/SlWzbJplMYpomGzdu5IEHHmDHjh0DHj5MvbRKiZajFOi6zqpVq7jwwguZMWOGZ6AeCAQmsIWKqYKMGAqFQhiG4Rnyj4aADrVlkNdgEK0x0IIDe7KhDfwvFIPTzjAxikziQqMnIdBkFcsRIFMUk8mkL85TwyH9sEKhEJZljbjS7KF6vhxMwgOP23Q8nSXsCkqmGVgBDdMEy2LMwmal2CQFJ7/iui6WZXmG/CPxSBNC0NjYyI9+9KNxbKFiMqDEsSmCDhg6akSPhhC81An//W8pamIOX/2IAav8XZJYoVAoFIrxQPqGSX+ecDjsiSqZTIZEIkEikfDSJv2GjB6Ti8ynn36aV155hT179niL4ikvkB1Krzz33HNZunQpDQ0NZLNZL8pDoTgRZJqa9MU6keNJ18G0jhzIqQMBU8MMgnAFugBnFNpWrnm8Xw3k5XlXCDE6sUlAyoVXDgge+XOWetfhyr+xKFgawLU0NB3G45Tt1/6UGIaBruvYtn3UVP/h6O/v5/777ycej49jCxWTAX/v5Yqj4rqQzAjIQpEFVeUaFEzN9IETRQjoSMPXf5gluCPFpQ06p33Kv14ECoVCoVCMBZqmoeu6J4ZJr5twOEwoFELXdRzHIZVKeWLYiS6ETxYyqs2yLFpbW3nggQfYtm0bfX19XtDEZPgeJ4Ku69TX1/P2t7+d2bNnE41GyWQyWJblS28gxeQinU6TTqfRdX1cRGfBwDV61oVEWuCmoDSqUV6mEczXRhz9ZFmW5zfl18gxIQTpdJpsNut5esnnj/leBtIpd7bBbb/MktmeZd08jXV/GyRWqCFcSPaJMc0ml4b8ch7x4zlV9qO8YTKSc58QggMHDvCDH/xgHFuomCwoz7FJiuPC/i7B4886WE028xZpzF9jMuBIphhKCsEPH3fZfXOCOaXw/v9jkcEETqw0tUKhUCgUfiIcDhONRgG8yl2WZXkLMWmkfyLl7v2CEIJsNksmkyEUCvH8889z2mmnUVNTw8KFCz1zfjRtShnzw+Hm/GvXruX111+nubmZTZs2IYRQ5vyKE0YWeXAcxzM7PxGEANcdOOdoGmSzkHJgT7vg1Rds6HConakxbaGBbukj9gy0bRvbtunt7fV19KT08ZLn5+NFCNjfB3c9YvPq7SnWznZZ+64QesTEJothCmJFOsYYrfClGCZTtm3b9qXoLgUx2acjiRxMpVJs2LCB9vb2cW6lYjKgxLFJgBCCzk4AQUJAf7tg/0GXJ190efz2FMuqBR94V4Dp6/w7CUw0f9wi+M1/JCk2XK59j0HF28Ls657oVikUCoVCcWIEAgEKCwspKiqipKSEBQsWMGvWLDo6Onjuued44403CAaDnkeXX6MpRos0tg4EAqTTaR544AEWLFhASUkJ06dPxxUCRhhJMNnQdI38/Hwuuugitm7dSldXF01NTQSDQQzD8GVarGJyIKOcDMMglUoRiURO8FgSNLdAOu2iBaF5r8uBbtjZ5LLnxQynV8FF6yzqT7MwgiP/HOnfVVBQ4GvjeCk2AV5xkWP1qxDQlxI8vtHl0T+mqSt2ecfZJrPXWDRmwBDg2pBOQnaM7v3nCk0yXduvgntumqrjOLiue0w/NyEE7e3t3HjjjSejiYpJgBLHJgFx4H/usBHdGVpdOLBR8FqTTWnG5fy5On/73iDr3hFERY0Nz6st8NV/S6I1Znjf6RrnXR1hIKN48t4tVygUCsWpia7rFBQUUFFRQVlZGTNmzGDx4sXMnTuXBQsWMG3aNAKBAC+88AKO47B9+3bi8TiWZfl2UXOi2LbtVXzbvHkzf/7zn6mtraWkpIRwOIwQAgFTTiDzoscY2C+WLFnCRRddxL59++js7MRxHG8xO5kjBBUTg9xnpHAzksp/w+ECXQn482M2nfuydCUF3fsEe1sdRK/LnGk6b7/YZPU7ggQLjFEdr7mCk1+RglMgEMAwjOMy5BcC4jY80wh/+G2azI4sF8/XWP72AKEig1C3wBEC3QTThBF6/B8VGWkso479jGVZWJblpYAeC9u2eeCBB9i3b99JaJ1iMqDEsUlAO3D3szbizQxCQHcXGIagoB5qq3X0kE5Xr6A4XzBmpUmmCFt64YYfZRDPpTlvDvz9l8JQNvpqOwqFQqFQnGyi0ShVVVVUVlZSX1/PwoULmTNnDjNmzKChoYGCgoLD3jNnzhxWrlzJ9u3beeyxxwAIhUJT0nBYRrdYlkUkEuGpp55i2bJlVFRUMHv2bHTDGLEPzWRhaHrlunXreP3112ltbWXnzp2ez9xEigXS707TNLLZ7IS1QzEypF+hjMI5UWHEAfbG4dUdLl1vOjQ1Ohimhu0I8kOQn6ehWRqJtCCYFlj6QFTkSMj1V/SrkCPbKMWm4xGuUy682ujy+z85tD6f4bzZ8DdXBqmcbyFMiKdBaOA4GrY94Es9Vsj94HgFp4lA0zTPd+x4LQOEEPT29vKd73znJLVSMRlQ4tgkoBD43IdNaA8jBLS1gu26bN7vcvNDNk88kuC9l5i8/0Mhiueo1ErJPuC/fpzhlV8mmAt86QsWJWeq6pQKhUKh8DeGYVBXV8e0adOoqalh0aJFzJgxg7q6OmbMmEFFRcUxt1FQUOCJYzt37mTXrl1eRUo/R1WMFtd1SSaTxGIxenp6uOeee5gzZw4lJSWUlZeDEFNWIJPouk5lZSUXX3wx27dvp6Ojg4MHD2Ka5kmP+pARMdJbSXoXKXFscpG7z8jIsdEeRzowvRDOX62TrLdwbYveHkEqK9i2z2VXm0vbXVn27Xa46N0BahdYWJGRfY4USfy8nwkhPFFMtlc+P1y/pl3Y2iG48w9ZNv9vinlBwTveFaB6VRA9pOMICJhg6NqARZsY28gxGOw95tcoVHHoHA8cl5Dnui53330327dvPxnNU0wSlDg2CSjSNK642ALeinjKOoLNzS63zsnyx/9J0/N7m4JAmr/9lA4lalgPAv/1gM1ffpGk3HX54j9YNFx05OqU/jzNKxQKheJUobq6mtmzZ1NfX8+sWbNYsGAB1dXVVFVVUVNTM6qUprq6OlavXk1jYyMdHR0kk0nC4bB3Z30qkWvOH4lE2LRpExs2bGD69OnEYjEvvXJKm/MzIEotXbqU9evXs2/fPjZt2oTjOFiWNa4LW13XPSFMVraTnyWEwDAMCgoK6OvrG5fPV4wPchxzhYdRbwsoteDCNSaaMIhENHp7BFkX9nUL7ro3y1P3Z2h+yKYoplFaalAwXQNjZEfsZDi35fbr0XCBHuCeJ22efyBDYcLlPe8zmbcugBXTSKUFroB0RiBsgSYEmgGpFIRtMA6dFzR95JU/4S2xUQpNuY/9RK6weLznOcdx+OY3vzneTVNMMpSKMkmxDI2F0ww+dpnO/laNl29L8NzzNueeZ1OqxDG+/2eb+3+YxEk7rF+uU3pugC2bBGB7r2nrE9A1MIH29Qg2b3KgVKM8BiXlOoSPr8qJQqFQKBQjpbi4mJkzZzJr1izmz5/PwoULmTZtGuXl5ZSXlxMOh094EWJZFitWrGDPnj00NjbyxBNPEIvFCAaDvjarHi1CCFKpFJZloWka9957L/Pnz6ekpISZM2dOfXN+bUAoi8VivO1tb2Pr1q10dnayZ88ez99IejKd8EcdSl0zTRPLsjAOpa7mVrYrKSmhrKyM0tJSamtrKS0t5YYbbhiTz1ecHKTQZBiG93i0x4828GYK872/KC4Z+F1QKOg936KpU7Dlfpctr9mcudomr9pAH0UU1ESnEh8NeYzIVMWj9WtPXPDbpxwe+X2a/hab1fM1QjUG2/cKYj02iUNZ8gfTkGxxcLLQ0SF4/Q2H4rhGdbFGUamOmTe6cZMi04mO/clAtjU3UvVor/3Vr37Fjh07TlbzFJMEpaJMYgygukTjtFUGL9+m097s0HLApRTlPfbEQw6Z7VkQ8FKzYOsNh5sQZ2xoaRakgb9sc9l0QwqCGu9bofO+j4QI1ytxTKFQKBRjQzAYpL6+nkWLFjF//nyWLl3qmcaXlpaSl5d33KXnR0JxcTGrV69m586d7Nmzh6amJkKhENlsdsyEEj/hOA7JZJJoNEpnZyd/+tOfmDt3LkVFRRQVFZ0y5vzTp0/nwgsvZPv27XR3dxOPxwkEAriuO+rIGulfJn9Ljx/HcUin00SjUS/asbq6mvr6eqZNm0Z1dbVXKEKJY5MLKX5KMWeskYdhwIT6Op3p9QYb4xodbS5dnS41QjDwqcd3vMp0Rb/6jQFecQMpKB+tX7MZePoxh+4dNroQvLIP+v9ioz/l0N3lUlyi4zrQ1S04cECQTgpe2uvSdXcWzcqybpHOxe8NUhgx0UY5fPKcMRbRg+NJbtGIY6X+CiH4+te/frKapphEKHFskqMbEAwOPM5mIZsRoMQxphWAUW+AI7CBgwcPP5lnM5BoH3jc60IwKSAJ/Z0Ce2oW9FIoFArFSULXdcrLy1m0aBGLFy9m+fLlzJs3j8LCQgoLC8nPz8eyTk6BmNmzZ7N69Wp27dpFW1sbjuN45vx+XuyMBiEEmUyGQCBAJBLh5Zdf5tFHH6W6uppYLIZpWVPbe+yQ51AgEGDFihWcddZZHDhwwIuQME3zuCNqdF3HsiwvVTLXuyydTmOaJpWVlVRXVzN9+nTq6uqora2lqqqKadOmUVlZSTgc9irIJRKJcfziivFAjrWmadi2TSAwPt7GmqYRsgTRqIYV1kgmBKk+gZMVmMHjP1blfhoIBHwdHes4jnccOo5zxLR514GyPFg8z0TPunR3CzK2Bi7E+yESAdcRdHYJ3CxkgJ6MIJERaBmNdIITXhbKlGnDMAalS/sJeT7PZDLHFPKEEPzP//wPe/bsOZlNVEwSlDg2ycmkobNzQBCL5UNeocapLowB/Ps/WGSvNI9qJtbaI/jK/8vS9ack71ys8/EvhqDQojAMkVIVNaZQKBSKkREMBlmxYgVLlixh6dKlrFy5kqKiImKxGHl5eYRCE1MUJhQKsWbNGnbs2EFjYyOvvvoqkUiEQCBAOp2ekDaNJ0IIEokE+fn52LbNH//4RxYtWkRJSQk1NTXewmnKCmQMLGhLSkq46KKL2Lx5M52dnXR2dnqL3OEia2TkhRSzAoEAtm3jOA7ZbJZ0Ok1hYSENDQ1MmzaNuro66uvrqa6u9n7y8/MHpVr63atIcWwCgQCO4xAOh4HRGfLbLoiMwAweHrUpGPDW6k1BR/fAmiavQKOgQscaocWJrKzZ09MzbkLeWJAb5STbOVy/FhXAtR+1aNmvgwMlJTodHS6aBuUVOq0tLroOXWm46fYs3c+7nLNI521/E6BouklFsUasXEc7AYN+eb60bZtMJuPr41j2qRTyjsTXvva1k9UkxSRDiWM+5gDgPpdl2ipz2BNRhoGyvvf9OgO4TKvTqZthoMQxqKs69mQa7BYESxwMoCiiMavegLIxLu+iUCgUiinNokWLWL16Naeddhqnn346tbW1hEIhwuHwmPiGjRVlZWWsWbOGxsZGmpub6erqIhQKeeLHVEKmVaVSKWKxGM3NzTz44IPMnj2bvLw88vLycIVAn2Lm/F5qZU702KxZszjnnHPYvXs38XicbDY7yJxfClmBQADrUFSdbdvYtk0ymSQSiVBfX09tbS2zZs2ivr7eS5usrKykpKSEUCjkRZfIBan0/PHL/q8YOVLQlJFjcn8YKVmgw4Wu12wa5hiYpsAM64O8xJIpwYuvOLz+dBbNdqmZrlNWpqO5jMiQX6Yq5ufn+1r4lwVEXNclm80eUcgLmBr1NTCtwkQIsCyon6GjAaYF02t1XAGbmyGvwqVHQHFIY+E8g+KZJro1cDoY7ZlO07RBxTb8ekNFRonJ+UwWnTGGKdv5P//zP7S0tJzsJiomCUoc8zGNwJevyfC2uf189JNhate9dce5Lyn4fw/a3HZziv43syyfBu97p4U10793SfyMunRTKBQKxfFQX1/P8uXLvZS1OXPmEAqFCAQCnum5H9E0jRUrVrB792527drFgw8+OCnSj0ZLrjm/rus8+OCDLF68mNLSUvLz86d+9NghgaygoIDzzz+fzZs309rayv79+4lEIoRCIU/Msm2bbDZLKpVCCMGMGTOor6+nrq6OuXPnUllZSUVFBRUVFVRWVhKNRj0z8aERYcM9HvpbMTmQfnLhcNjzyIKRj6ML7Gx1+eMdWfLb+jnrkhAVcyxmzDFo3O3SnRC8uMPl3j9laH0jy4o6WHuuReFMa8QrVSn0S+HJj0gPr0Ag4JnHw/D9OvCURm4Gfq6OFgiAEFCWJ9A0gWGCYUA4BKYJ6Cd2zMniAdKj0q99CnhiWDAYHNSvQ/nSl750klummEwocczHOEDnQcHtTwj+968JdPOti1chIJMVZDIwIwpXXWKx8P0hMNWFh0KhUCgUY0V+fj7Lli3jrLPOYtWqVaxcudJLHTNN0xMI/I6maQQCAVavXs22bdvYs2cPu3btIhwOe+LIVEMIQTKZ9KJI7r//fpYsWUJRURElJSVT0pzfix47ZCshve/Wr1/Pli1b6O/v9yKBEokEmUyG8vJyli5dysyZM5k5c6bnG1ZWVkZFRQVFRUXetob21fAL+qnTn6cymqZ5Imo2mz2hKpXC1NhxALb9FV5sTWOFs7S1ulTW6CRTgr17HUIhjRVFgkuWmSxcY2FER56KKyMigXEpIDAWSAFH0zQcxznh48URgrb+gQJjQoAZgLEMBvZ7f0pkdJtMrR3Oc+y2226jp6dnAlqnmCwocczHnAW85/Mh/vD/uWQTNkMNtIIheOcFGp//dIjqZSEMNZoKhUKhUJwQlmXR0NDAmjVrWLduHWeffTa1tbVepMxkEcOORH19PatXr2b79u3s37+fbDZLMBjEtm1fGi2fCDJFMJVKEQwGefPNN3nkkUeYPn36gMA5Vc35BYPGMhqNsmzZMlasWMGOHTvo7u720iTnzZvHjBkzqKyspLy8nKqqKsrLy4eNZjlSP025/lN4pFIpzzBeFroYKRZQa8DydSZ7t9mkNEFf3KWlxcUMgK4JIkE4/1yDd19osXBFgEihPqq0jmAwSCAQIBQK0d/fP/INnASEEKTT6UGFDo5kyH886NqAPczcag2rXKf/oMAMjd0xqeu6FzloGMZxF/Q4mcjKuTL69UiG/Ndcc42vo98UE4+SU3yMAfx/f2/w71fl0Qjs3uXAbgfDgBkzNaZNN9A0HV1XFyajYVoh3Hd9APG1wEDUsb9viCgUCoVinIjFYqxfv54zzzyTtWvXsmLFCgKBgJcyNlXmWE3TMAyDVatWsWXLFnbv3s3LL7885c35k8kklmXhOA4PPPAAy5Yto6SkhOrq6rcWUZPMf+xoldhykd5foVCIVatWYZomxcXF1NXVUV5e7gliRyoWoSLDTl2EEBiGQTQaJZvNkpeXN6p0ZA2oKoCPX2pyzd/l8dIWm+5uQSgLqX6XyiqNmbN03KxGcbGOFR59Gm46nSabzdLe3j4qf7SThUxpBwiHwyeU5q2hUV0ouPJii8DbTKoqNIIhbczWNTK9NpPJkEqlfHn8y76TfSoju3O56667pqSFgGJsmfTimJz0/c5o26hpA7njM4GZsw2YPbyXyWTog/HgRL+3rjGgQnIoLu8U6sejTW6n6v403vi2X/13naNQjDuWZVFfX88VV1zBpZdeyty5c4FTwx+poKCAVatWsXPnTpqamujq6vKix6aiOb/ruqTTaaLRKG1tbTz66KPMmTOHvLw8YrHYQGrlIYHMzxxNEBu6sE4kErS3t9PW1kZLSwsHmg6wd89eKisrOeecc5g1axaRSGRYMW0oU/lY8Au6rntjKMdTPpf7GAavfWTEjBTxXdcd9n0j3UZuNcV4PI5hGPT19RGLxYCRX89YJlSVDexHq5aa2DZETEgmBQFLwxomIG0010xSHCkvLyeRSHjPD/3uw33f3CISR+u/0YwH4D3Wdd07J7muSzKZ9MTp0V4nBkyYWzdgvS8Zq3VNrhl/OBweJJAdz/cd2k/D9d+xxmPo9oYbD03TyGazXnVdGZEnP+fzn/+8L6PeFP5iUotjsjqO3xacQ814/da+XGTb5G/TNL1SzX5Cmsbmhsn6MRVCcPhY67rulTT3E5qmYVmWN1Hk9q3v+jXnYgXein6Qd9v8hGEY2LY9qL1+3FcVilMNWXHLMAwKCwsJBAI0NzfT19dHIpE4ZY5Rueg9/fTT2bFjB9u2beOxxx4jHA570VVTDZnGJKsxbtiwgUWLFlFRUUHsUDSMH6srHk90mGyz4zi0trbS1tZGW1sbzc3N7Nq1yxvjXbt20dvby+mnn05lZSXTpk0bdL03lSIkJyOBQMArjgAD1xLyWBy6b0oxQKaH5b4293Hua+Tjo4loQ18r/y8N+aXwdKLXXUENgocM5geCu8SY3JuWadQwIA4LIQgGg55Antt/uddox9OXYzkeUjwKhUJYluWJkMfTrxMRFCLFJvmj6zqhUMjz9TrWPgdv9cNQAQxOfDxytQDTND1D/tznH330Udrb28e9rxSTn0ktjqXTaV+KYzJkUx70fmxjLvKk5LouiUTCl2kVclEjSwrnnlD9imxjMpn07QWnzM0fGinhx34deqfJr14SkkQ8cdhdSN8iRl/mW6HwK1JElz+6ruM4Do7jcPDgQQoKCtB1nfvvv59FixZRWlrK9OnTvXPNVCcQCHDGGWewefNm9u/fz969e73oMbnAnEpIP5poNEoikeCxxx5j8eLF5OfnU1BY6Ath7HjFMPnT2dlJS0uLJ4rt27ePrVu3smvXLnbv3k1zc7NXRTUUClFRUUFTUxNPPPGEV2XVjzdET0Usy/K88YQQZLNZAoGAd84KBAKeKb5lWZ7Yq+s66XTaSwNPp9MEg0Fg4PozHA7jui6ZTIZQKDRoe7Zte9fXmUzGExRkO6RoYxiGF+Ukb6iapum9X4qzuRFD0hhdCDHosWVZ3vcwTdMrBCJfI8WTo21PbkMI4X0P2U7pkZbbLtu2vdfJeSG3/2TklqZpXp/BwDVyKBQ6rvHI7b9jjUfuzfJMJuMZyA/3fV3X9W5ayO8rx8CyrEHffbjxkI9HMx62Y3vrQ7k92fZMJuPNq5lMBsuyDuu/RCLhRaem02lPUMsdD/k95PbkGMqCBccaj6HbkwKefCzFu6985SuDIgkViiMxqcWx5cuXYxiG7xadoVCIrVu30tvby86dO8lkMhN+wXU0pBhWU1NDbW2tLytW5YbUtra2sn37dm+S8yNCCFpbW70KUHJC8BNSaOzs7CSdTrNnzx46OjoG3c3xEzJcOhgMMm/ePC8CwG/Hv1yAW5ZFU1MT4XB4TKoRjRfyYsuc+lqAYoojz2nSPFiK6dIrRS4GJIZhkJeXR2NjIw899BD19fWUlJQMSjXz63E7FhiGQV1dnVe9sqWlBdu2By3EphIyqkQu5F577TWefPJJpk+fTjQaxbIs73Una9yH6+Ohz8l9WAhBf3+/lybZ3NzMvn37aGxs9CLEGhsbsSzL+yktLfX2/0Qi4UUmPf3005y27DQqqyoJBoPeotwPAuGpyvr16+np6aGoqAjHceju7qa0tJRMJkM6nSY/P9+72RoMBunr6/OiPbu6uigoKMAwDJqamqiqqkLTNNrb2ykrK8N1Xfr7+8nLyyObzZLJZIjFYsTjcS8KqKuri1gsRjAYpKOjg+LiYgzDoLOzk8LCQgzD4OWXX/bWDIWFhXR1dREOhwmHw977hRDE43GvvdlslqKiInp6enAch4qKCtrb2xFCUFNTw4EDB9B1neLiYjo6OggEAt73i0QiXtphUVER8XicbDZLVVUVbW1t2LZNVVUVra2tCCEoLi5mx44d6LrOkiVLKCwsxLZtkskkeXl59Pf3o2kasViMgwcPel6LPT09xGIxDMOgq6uLoqIiNE2jo6ODkpISHMehq6uLsrIystksyWSSgoKCQePR39/vRYINHY/Kykp0XaetrY3y8nKEEPT29lJXV0dPTw8vvPAC6XTa80hLJBKUlJTQ399PKpWivLycrq4uHMehpKSErq4uhBCUlJTQ2dmJpmkUFxfT2dlJMBgkFovR2dlJNBoFBtJi8/LySKVSZLNZCgsL6e3tPeJ4aJpGaWkp7e3t3nmxsbGRyspKYrEY4XCYvr4+r/hBe3s7xcXFmKZJW1sbZWVlaJpGd3c3hYduPPT29lJQUDBoPOLxOEII8vLy6OnpIRQKEQwGDxuPwsJCdF33xsN1XTo6OigvL8e2beLxOIWFhSSTSVzXJS8vj127drFnzx4ymQzxeJydO3f6bh2m8CeTWhz7wx/+4B34fsOyLP77v/+buXPnMmvWLFKp1EQ3aVhCoRAtLS3cdttt/Ou//qtvjRZhYJFy4MABvv71r/PAAw9QVlbmy/QPeddo8eLFfOtb36KhocGX7YS38vx/+ctf8sEPfpBUKuW79M9cMpkM3/jGN/jKV77i68gOXdeJx+N84hOfYOPGjd6dYL+haRrxRIJ5c+fw85/9dKKbo1AcN7nRrvLutYwulpEC8q77kYjH4wSDQYLBII8++ihLliyhoqKCOXPmHJbuMVUJhUIsX76cLVu2sGfPHrZs2eKJY1PRm0X6/JimSU9PD3/5y19YtGgRxcXFlJaWAofSlhg/K8bhxK+hbcw1wO7s7KSpqYnm5mYvVXL37t00Njayc+dOz1dHGu0DZLNZUqkUfX19XnSGtHiwLIvGxkYeefgR5syeQ14sj2g0OuX3db/z5S9/mbq6OlpbW7Esi7y8PLq7uz3BJVdcSCQSlJeXc/DgQTKZDOXl5bS1tQFQVlZGe3s7mqZRUlLiCRyFhYW0t7cTjUY9MSwvL88TKwoLC+nv78e2bU90AaiqqmL79u08++yzfPKTn+SMM84gk8nQ09NDcXEx6XSaTCbjiR2GYXjbz8/PxzAMWlpaqKioQNM02traqKio8CIfS0tLsW2bvr4+iouLSSaTpNNpCgoK6Onp8QoC9PT0eCJ2Z2ent693dnZSVlaGEIKuri6mT5/OFVdcwZe+9CUvGjYUCnnvl2JbQUGBJ7ZVVlbS1taGEILp06ezb98+NE2jvLyclpYWTNOkoKDA82YMBAL09vaSn5+P4zgkEglKS0vp6+sjnU5TVlZGR0cHQohB41FaWkpbWxumaVJYWMgrr7zC7373OzZs2MDs2bM98S4SidDT00MkEsE0Tbq7uz3BrqWlhaqqKhzHobm5mZqaGi8auqSkxDPNz8/P98TPcDhMd3c3sVgM0zRpbW2lrKwMXddpb2/3BLuOjg5vbdXb2+uNbzqd5vTTT+eaa66hvr7eE71k/xUXF3Pw4EFc16WsrIy2tjY0TaOqqoqmpiYsy6KsrIzm5maCwaDXHrmGTyQSFBQUkEgkyGQyVFRUeDfrp02bxv79+484HjIqtqenh1hejEQ8wYYNG7j22msRQhCLxdi2bRtdXV0Tc2ArJh2TWhwrKCggPz9/optxROSCuL29nYMHD050cw5D3mkAiEQiRKNR34qNkr6+PjRNI5VK0dTU5MuL99y7trFYjIKCgolu0lGRkUOJRILW1lbvOT+RGzkYDAbJy8vzwtT9SigUIpVKeResfutTeMu7oq+q6pQqRqGYfOSKYVIIkykjR4sOOxb9/f0UFxcTj8fZsGEDc+fOpbi42Iu28LMIPxbouk5paSmrV69mx44dtLe3093d7aXrTLU77XJfkVHIu3fv5sknn6ShoYFoNEr4UOTGWJvzD02LhMHm1FLQzWaz9Pb2epFhBw4cYN++fezatYvGxkb27dtHd3e3lwIlF5oylSiRSBwx+l8KbqZp4rouL7/8Mi+88ALTpk2jtrZ2kO+REslOPnPnzqWwsJDy8nJg4Nisqak5okeTrutUVFTgui6GYQx6X0VFBTAQHVpZWek9X1lZ6W2vurr6sO3J/dEwDKqqqrz3BYNBnnvuOYqLi3nzzTe9iDC5L8k0wNy0Rdu2vZuttm3T3NzsRW8eOHAAGLjhuXfv3sPS5HLTCnPTLOUNEPnZMm1x7969GIZBMBgkk8kQjUYJBoMsXLjQmzOG679cv7WysjLv+xYUFHj9kPu87LMjjYf0NjMMwxuDoeMhHwMcPHgQTdOwbZvXXnvNi8qTEZ7y++amLWYyGZqamry+lFFzjuOwZ8+ew/pPfu7QlEs5BrZts3//fm889u3bN2g8DMMgEAh4BTwqKiqorq4eFG0q+2bod9R1nZKSkmEfT5s27ajjkbs/y+iz4xkPGcGXSqXYv3+/d23gx2twhT+Z1OKYXxlanUPeZfAbMhQ496QhJx+/I83Y/UggEPCqo+Sm/fntYlMg0NA8Q00YEEmPFW0xEcjFcDKZ9CZ7vy5cc82R5bEUi8V86eUXCATo7+8/rNy1QjHRDI0My02ZlAuQbDbrLQRGi0y5sCyLF198kUcffZRp06ZRWFjopW7ntmeikdf3XnPk9f4JNC8cDrN48WJWr17N9u3b6e7u9qKM/HjeOlFk9JhhGPT29vL4448zb948qqqqBirG5Yiuox33Y3mHyfRO27ZJpVI0NzfT1NREU1MT+/fvp7Gx0RPGWlpayGazXsU4OU/L6DDpq3O8312mzu7bt4/777+f2bNnU1paSn5+/iCPTL/s86cK8jyXew1+pMcSeV482mtHur2h/881s5c+tcOZsOfaR0h/KnluzhVqch/nFgDJfX7o9uT1Xu725OPcNHAZFSePFdmnI/m+J9p/xzse8uaDFLlkH0uh60jf90h9Odx4SOT2csduuO0NNx5SdJQedIZpYuR4P491/53o9uQ5LrdvlTCmGAmTekUk1WK/MbRN8kLMjwxdVPi1T4ci72r4tV8PE2183K+57ZJmq35LA80VG4cWD/Bzv+YuhPy4r/q5AIPi1EPOP3JBk/sjL3jlwmEsSSaTBINBDMPgiSeeYPHixZSVlXl3tifyHCPEwI0M1wbHBdeBTFaQToHICiIWhMIaehAMSxtQzUbR3Ly8PJYvX862bdtobW2lqanJMzj223wwFshoAmkt8dRTTzF37lzy8vLIy8sbSKscwbgfrxgm/aPa2to4cOAABw4coKmpicbGRpqamjxz/Z6eHs83T0ZJSiEtm82OekzkcWQYBpZlsWnTJp5++mnq6+uZO3eul/Hg13l1KjPR55ojkXuDQAowsmjH0PTzoVGRw6WnH+vx0G0c7/bk8SJvmOSub/zYr0OjoWXkaK5INpr+y318ouORK9DJQgTCdeHQGsdP/SoQA8WltMGF2/x2s1/hfya1OKZQKBQKhWJyknsRK3/nimEyGiA3unU8kIa+0WiUffv28fDDDzNjxgyKiooGhJIJih4TgAP0u9C+16WtyaG9XdDW6tLW7GJmBLXFUFakUVVrUDPLIK/awAzLdh5/ewOBAA0NDaxevZqtW7fS0dHhpfKMd/9PBPIGm4zIeOmll1iwYAHTpk3zTM7l64Yb92MZ6csbTdI/qbu7mwMHDrB//37PRL+lpYX29nZaWlro7Oz0FvfSIF1GhyWTyTGNfpBRl8FgkN7eXh599FEWLVpEeXm55wt1tO+uOPWQIu1Q4Wm4dOHcx8f6/0gfH+3/cr+WwvFk2HfljSB5jh36PU9m/w33WI61PP94Aq788SGyjfIcP9XmLsX4o8QxhUKhUCgU486RxDB4a3Ejf072BW0qlfJS4l988UWWLFlCdXU1M2fOnJD0ypQDHQcFO7c6bN7rsPOlLAd2u7Q0u7S1udhZyCvQiBpgpQRza3SWLTZY9XaThkUm4XITfYRXeHl5eSxZsoTVq1ezb98+du7cSSAQ8ESaqYYUsMLhMO3t7Tz11FMsWLCAkpISiouLB3na5UZhSIYuKKWQlUgk6Ovro6WlhT179rBv3z727t3Lvn376OjooLOz0zPolvtTrhgmI3PGK+JBRl/K9Mrt27fzyCOPMGvWLPLz8z3LiskgLihODjI9LZPJeF5ffkNGtsloJz/abgwlt/iGH5HnqNy+9OPY55IrBPq1XxX+ZsRnjieeeIJ3v/vdngne3XffPej/Qgj+7d/+jaqqKsLhMBdccAHbt28f9Jquri6uuOIK8vPzKSws5KqrrqK/v/+EvohCoVAopgZqnpkayItq0zQJBAIEg0Esy/IWV/JOv0w3k8LARNzpFUKQTCbRNI2enh4eeeQRXn/99QkpppMGmlKCP7/o8LOfpfnZ15Pc89sMe3Y7FJdonH2excWXhVj+9iCFCy26ygwe3yu47e4sv705zab7UvTts3GdkfWjYRhUV1ezevVqli1bRiwWw3Vdzwh6qiEX/LKa4xtvvMGTTz7J7t27ByIOADdnoTX0x3VdTwTbuXMnL7/8Mhs2bOD222/nhz/8Id/97ne56aabuPXWW7nrrrt45pln2LZtG52dnd5iM7eqZF9fH8lkkkwmM+6pQLnRIK7r8sQTT/DMM8/Q0tJyxCiSqYaaZ44fub9Go9FhhWI/kHuDRRrQg7/FHCk++dGXOpfc85HrumiMXzXfE0Xun37cRxWTgxFHjsXjcZYuXcrf/d3f8f73v/+w/3/729/mBz/4AbfeeisNDQ189atf5aKLLmLTpk0DRqfAFVdcQXNzMxs2bCCbzfLxj3+cT37yk9x+++0n/o0UCoVCMalR88zkRaaFyTSc3IvUoWmSfrt4lZE/wWCQrVu38vjjj9PQ0EAsFvP2KxjfxZYN9Dlw/5MO9/w2Q9/GLA1RwcIzTFafF6B8lkFJpY4e1elPCZpbXZ7a6vL8kzZNz2Z56BWHQNrFQWPZB3WCefIe6PG1ORKJMG/ePK965caNG9F1nUAg4EvfxBNFRo8ZhkFfXx9PPvmkZ85fVVU1YGLNW4vY/v5++vr66O/vp7e3l3379rF792727Nnj+YbJ/yUSicNSpaSHm/yZ6O8uK9K1tLRw3333MX/+fIqLi73qcFPZnF/NM8eP3FdlAS+/7g+ysqJ87HfknDjR54IjIc9ducUN/Dr2EsdxSCQSJJNJ311jKCYHIxbHLr74Yi6++OJh/yeE4Pvf/z7/+q//ynvf+14AbrvtNioqKrj77ru57LLL2Lx5Mw888AAvvPACK1asAOCHP/wh73jHO/jOd77jlYJVKBQKxamJmmcmDzI6zDCMQWJYbgWu3Of8jBCCdDpNIBAgk8nw/PPPs3jxYsrLy6mpqTkpiy0N2NspeHGjQ+PTaU7Lg3eca7L2ogAzVlroMR2hDfiRaWjMqdGomWlQWWfwQAq2PgVPbXMoMLOUzjJoOCuAYY0sSaC0tJRly5axbds29u/fT3t7+5Q155dV7WR04759+3jyySeZM2cORUVFgwSxnp4empubPSFs9+7dNDY2Eo/HvcWYjFbJrZQmK0BPVFTkkRhqzr9x40b+8pe/UFtbSzQa9dKJ/b4YHi1qnjl+5Dk+GAx6FSv9hoxGlgKe4zied6BfkaKTYRi+TF3PrT4qz2N+HPtcDMNg//79dHd3T3RTFJOUMfUc2717Ny0tLVxwwQXecwUFBaxatYpnn32Wyy67jGeffZbCwkJvIgG44IIL0HWd559/nve9732HbTedTg+6Y9nb2zuWzVYoFArFJEHNMxOLFBPgrWgamXIxVAyDyZeWZds2yWSSSCTCvn37eOyxx5g1a9ZJM+c3AMsBinXOWGDw9ulw4d8GKJplocU00BmU0hIwNWYUgbNCp+uAResOl30HXN7YL1jwbJaq+RaR8pF5J1uWxaxZs1i1ahVbt27lqaeewnEcAoEAyWRy7L/0SUTTNC+117KsQdX3MpkMuq7T2NjIq6++SjabRdM0du3a5Qlh27dvJx6Pk06nSSaTZLNZdF33Fo65YtjQinl+JNecP5VKce+997J48WJKSkqorq6edMfvWDFe8wxMzrlGntN7enoIBAK+FExzo5xc1/UiyPws8ErRPJVKTXRThiV3vsu9ESbPCn7s1d27d7Nlyxbf9qnC/4ypONbS0gJARUXFoOcrKiq8/7W0tFBeXj64EaZJcXGx95qh3HDDDVx//fVj2VSFQqFQTELUPHNyCQaDLFy4kGnTptHb28vOnTtJp9Nks1kSiYRXDWqyimHDkclkvAXga6+9xl//+lemTZtGQ0PDoEiE8VpwzSqBdy81OBgKccFyKJ9polka6MN/XlCHyqDG4jUmm15wePVeh00HHbq6XJxWB0qNAdVtBOTn57N48WJWr17N3r172b17N8FgENu2fRnhcDQsyxokiMkFqfQbKywspKamhtraWhoaGpg2bRp5eXk89thjvPLKK2zbto1sNusJaNLPSEZTSFF4MohhQ8k15w8Gg+zbt4/777+f+fPnk5eXRywW87W4MF6M1zwDk3OukSb3sVhsTCunjiVSwJGidiaTGZQO7zdyC9MEg0Ffpq3nVn7MjYC1fFzsYMOGDfz1r3+d6GYoJjGTolrll7/8Za699lrv797eXqZPnz6BLVIoFArFVELNM28xf/58li5dytKlS1m+fDn19fWkUikee+wxfv3rX/Pmm29imqavvVJOBNd1SaVSGIZBc3OzV8mvvLycoqKicf/8cEDj/AXQVW5SWAFa8Oj2xxpQpEM+4JZoiJAg2Q9N/RpGWIAQh/Iwj1/g0HWdhoYGz3tsz5492LZNIBDwvTgmRTD5A3hiVjweJxAIUF9fz/Tp06mvr6ehoYHq6mqqqqqYNm2al075hz/8gRdeeIH9+/cTi8UwDIN0Ou1ta7KkCx8LGfEmC2U88MADLF68mOLiYi9a8lQUyMaLyTjXuK7rRQn7dV+Qwo1MVZRFBPzYVnirgICfzyGyjYAXaSvnET/26rZt23j22Wfp6+ub6KYoJjFjKo5VVlYC0NraSlVVlfd8a2srp512mveatra2Qe+zbZuuri7v/UMJBoMEg8GxbKpCoVAoJiFqnhl7qqurWbVqFcuWLWPZsmUsXbqUUChEKBQiHA5jGAapVIpEIsGOHTtoaWmht7eXUCjkRc1MNbLZrGdWvn37dp577jlmzJjBwoULB+0n47Xwyo9qxEKgG3A8yxDHASMtcA66uA7kB6FEE8QTGpFRtjEQCDB//nzOOOMMtm/fzquvvup5j/kpykF6ZlmWRSAQQNd1L8ItHo+TzWapq6tj5syZ1NXVUV9fT21tLVVVVVRWVlJRUUE0Gh1YUBsGhq4jhOCss87izTffZO/evezfv9/b3zOZzER/5TFHejWFQiHS6TT33HMPp59+OoWFhZSUlIx7OrHfGK95BibnXJMbGenXfUDXdYLBIIZh+Lqduci506/imIxukzcZZKVKv/Lwww/z4IMPTnQzFJOcMRXHGhoaqKys5JFHHvEmj97eXp5//nk+85nPALBmzRoOHjzISy+9xPLlywF49NFHcV2XVatWjWVzFAqFQjHFUPPMiVNYWMhpp53GihUrOOuss1i9ejWhUIhAIDAo2gbe8poJBoM0NDSwcuVK3njjDV566SXPf2wqigXSnN+yLPr6+nj22WdZuHAhNTU1lJeXj/vCS9PAMI//M2wX9rdDqlsQsAV6AkLlBnklh0zKRrmkqaioYPny5Wzbto1du3Z5omg2m50wUVTTNM9APxAIeB5DMtU3k8lQWVlJQ0MD9fX1zJ49m9raWsrLy6moqKC6upqioiKvquqgCmyHfuuaxqxZszjnnHPYuXMnra2tXrEGmUo8lchNNQ0Gg7z++uv86U9/ora2lvz8/Clvzj8UNc8MRs4LkUiE/v5+3+7/0gtQ0zRs2/a1Ib/0P5Tivl8jcuVcKM97fr0ZtnfPXl544QUSicREN0UxyRmxONbf38+OHTu8v3fv3s2rr75KcXExtbW1/J//83/4j//4D2bPnu2VPq6uruaSSy4BBtI13v72t/P3f//3/PSnPyWbzXL11Vdz2WWXTanKLgqFQqEYHWqeGVsMw2Du3LmsXbuW1atXc/bZZ1NRUeFV6ZMl2o+E9ByRotqaNWtobGyko6NjykePpVIpQqEQ27Zt48knn2TmzJkUFBQQDod9E03jCtje5fLymzbNm2ysuGDVYo31y3VCefqIzPiHouu6Fz22bds2Hn30UUzTJBQKndRFiGEYnhgmjbaz2SzpdJq+vj5isRizZ89m5syZzJw5kxkzZlBVVUV5ebknig0tJCEfHwnTNFm7di1vvPEG+/fv5/XXXyccDhMIBHwVOTdWyOgxWT3vrrvuYuXKlRQUFDBt2rQpl16p5pnjR4rhzc3N5OXl+XIfEEJgGAbhcBjHcYhEIr7eZ4UQXoRyb2+vd37yE3KOk56NhmFgBQK+NOR/+umnufPOOye6GYopwIiPxBdffJFzzz3X+1vmzV955ZXccsstfPGLXyQej/PJT36SgwcPsnbtWh544IFBpoi//vWvufrqqzn//PPRdZ0PfOAD/OAHPxiDr6NQKBSKyY6aZ06coqIi1q5dyznnnMOaNWuYP38+sVjMi5aB4xN1pDAGA2JBVVUVa9asYdu2bTz22GNeVbCpWhlKppoJIXjllVdYtmwZ06dPp7a2dsB/5RATufhq7hE88YLL839MEd9nM69SY835JqHFAYgdMk4+geZFo1GWLl3Ktm3bvKqNMnpsvKIdNE0bJIaZpjloIanrOtXV1cyaNYt58+Yxd+5cKisrPUGsrKyMSCTibUsukHMfD/284SgqKuKcc85h8+bNtLa20tXV5RUmmGp+ezIqJJvNEg6H6e7u5u6772bx4sXk5+d7/mN+FBpGw2SeZ1wX0llB8wGXdFJQM02npVmQtQUzZuo07hZowJx5OgebXPJKdazQ6MfNsiwcx6GqqopkMunLyDE5r8nIsXg87p0D/Ehu5dyCggJfRjzJc6ZMU7dtm+yhgjV+orW1lRdffFF5jSnGhBGLY+vXrz/qSVHTNL7+9a/z9a9//YivKS4u5vbbbx/pR58w193rcPd/9JNsOvIFTciAf1mncfmt+Yy4vNMpTu5+MZDFMTUuoBQKxcllMs8zE4VpmixfvpwzzzyTtWvXsmbNGi/973iiZI6FFBWKi4uZP38+q1at4tVXX6W5uZlQKEQmk5mS0WOO45BIJIhEImzfvp1HHnnEi0rKvdM/EaKBEBBPCbZsc9j4dIaeNpdYBOprdWoWWIRKDdA54blY0zTmzZvHqlWr2LFjB9u3b8cwDILB4JiKY9IzTP7IdJ5kMkk2myUvL4/Fixcze/Zs5s2bR0NDAxUVFV5kWGFhoTcGueMxKG0Sjvt40DQNwzBYs2YNW7du5cCBAzzxxBNeSmcymRyz7+4XpDm/9Nu79957WbZsGR/+8IfJz88fZB4+2UWyyTzPJLPwo4dcXnswRWKPzbbNDjNn6ui6xu7dLjNnGjiOwOly+dQ7Tc6/JowVMhitSu44Drquk0wmcRzHl2Mv04JDoZBXlAOOfz/N3RUGis2AaYKdGVgNajl60Fh8fyGEF3WdyWS8c5afhEcpmMuKmqZloR+6KeSXPUDeuPrlL3850U1RTBH8F8M5jrguuM7A7yOd11wx+ASpODpCgCsEwoXG3QOiowHUmhrU6uj65L+AUigUCr+Qu7BvaGhg/fr1rF69mtWrV7Nw4cJhXzsWn5l74V5eXs6KFSvYtGkT9957L47jEA6HSSQSvrqwHytkSlE4HOa1117j5Zdfpr6+nnnz5nnRYydfGBOkbNjSAvc95fDCk1m0fsGaRTof+IjFgrMtzIg2ZgsYTdNYsmQJW7ZsYfv27bzyyivEYjFs2x511KAUmSzLIhgMomka2WyWTCZDPB5HCMHs2bNZsGCBlzJZU1PjCWIlJSUEg8Fh9zkZRTL0O4wGwzBYv349GzdupKmpiT179hCJRDwRaaohF+syhfSuu+7ijDPOoKCggNLS0ikVPTZZSWQhkYEtbzikGx3QoblJoOmCbEawf9/A9bhpC+IZgZM5sfOyNOMXQgx7bPkBXdcJh8NepNNIkGuZZBZMDbZvtenqEBQXaxzsEpQENOoXGugGBCIa2hjFTgw9lvw2f8obBPJmhWPbvlsk9/f388Ybb9DR0THRTVFMEU4pcazxgEsyLZirwcJLLMzw4ZO7qUP9YjXpHw9ZR/D4DrjpZyne+P3hd1DrazRu/WGQ6pX+DWtWKBQKPyOrRem6TkVFBStXrmTVqlWcc845rFq16qQtUnPvaEejUWbMmMGqVavYuHEj27dvJxgMkk6nR7womQy4rksqlSIWi9HZ2cnjjz/OvHnzqKmpobCw0HvdyRINhICMA5vbBXc9avPMnRmMAw4rF2u8830WS88JEowYYx68XVVVxcqVK9m2bRvbt28nmUwSDAaPO2pQ13VPDJOpklJg6u/vJ5vNMn36dGbNmsWsWbOYP38+06dPp7S01IsOy8vLy+mHw6OYxrr/ZdTZjBkzOO+889i1axctLS2k02kvvdJvC9oTRZrzZ7NZgsEgmzdv5p577qGuro6CggLPnB/Uzc+JImgIEt0OriOYEdOYt84kr0xHNyCREITD2sDNaVswe4VOME/nRGJ95DHrd0N+eU6SFWuPt5CEKwTNvYLnNwruvT9Dz7YM8YOCfXtcGhoM7MyA6HjTd8LMWhFAN058v5ep49KQ36+FbRzH8aJ3NU17q8ImEx89JoRg8+bN/OhHP5rgliimEqeUOCZZNweu/rcQ0VKTiT+0JycpG/5jg8P/fi6BSNuEg2AGQfan4xzauZr8OYEqFAqFH5GV+EzTJBwOc9ppp3HmmWeyatUq1q1bR35+/oQtSHNT1ioqKjjttNNYu3Yt+/fvJ5PJEIlE6Ovr8+3C6URIp9NepNMrr7zCM888Q319PaeffjqmaZ7UaBoB9Kdg63aXzc9n6eu0qS3SWL3EZNFpFqHIcbQjd4hG0OylS5eyfft2du7cyaOPPkogECAcDhOPxw97bW5VSbm4lqlEmUyGZDJJYWEhS5Ys8QSxhoYGysvLKS0t9X5kpMpQMWxouuR4omka69ev5/XXX6e5uZnXX3/d+25T3Zw/GAzyxz/+0Yseq6mpmejmnfKkMrA3oaGhcdps+Mw/BSBmADrFJRqdnQJdh8JCDZEVWMMEA4wE6Tfld0N+OW/KaOZjv2fgVNjZD79/wGbDbzLsfjVDbbVGfplGfr5OJA8yKY3qQrAOumhjNL0JIchkMmQyGV8b8ksRzzRNdF33DPn9sAekUik2bdrEnj17JropiimE/47EccIBhAMIMEafdq8Akg588yGXO6/tQ0sL1pTAVZ8PctaHQ2iagePA1h2Cv/w1gxGaeh40CoVCMZbk+ixNnz6ds846izVr1rBy5UoaGhp8Z34LAylxdXV1rFu3jq1bt/Lss89632EqigUwIJCFw2Fs2+app55i8eLFVFZWMn369EGvG/+Fo6CzD55+xaFxq0OxIThrhcH6t1tU1ZtoljbsNc6AuDRgLSHEIR8dDTTz+NsbjUZZuXIlu3btYs+ePTQ2NhKJRDyzfBkFIX90XcdxHM8/LBwO09DQ4Bnpz5o1y6soWVxcTHFxsVcAIbfdY+WdN1p0XaegoIDzzz+f7du3097eTnt7+yljzt/T08M999zDwoULycvL8/zHQEWPnWwEkBVQrrvscVwKTMDWqKzU0XQN0KiuzhmTEzDil1iWheu6vjfkF0J4hvzSK/Jo+6cL7OkR/PpRlwdvTuE2Orxtvs7691vMP8uiptZkT6NLczu0dLuEKsauvbmG/Pn5+b70MDyaIf9EH/VCCPbs2cN//dd/TXBLFFONU0Yc6wDSBwSkoLoWTFMpZKPljm2CP301TjYuOLcMfvyHCGZ90DNyMwxYMFdjwdzgBLdUoVAo/IdlWYTDYUKhEEVFRSxfvpzly5ezcuVKlixZQkFBwUQ38YjkRo+Vl5czf/581q5dy2uvvUZ/fz+RSMQzF55q2LZNPB4nHA7zxhtvsGHDBmpra6moqPC8r8ZbKBACelLw5HaX1193MNodFlZprD/fouZ0Cy06sDiWuK4Y8Ft1ByK6ew4KOjoceg8KqgOC6godc5qJPgKBbMGCBaxevZpdu3axe/duHMehoKAA27YxTdNLu5ELq6qqKubMmcOsWbOYM2cO06ZNo7S0lJKSEkpLS4lGo0O+4/imSo4WXddZtWoV27Zt48CBA7S1teE4zilhzm9ZFo888ghLly6ltLR0UPSQ8iA7ubhAWoPedjCERl455Fcah67Bx2ccbNtG13XPV9KP4+04Dq7rHmbIfySEgIwteG6byxO3JEnucbhwvsa1Xw0Sqw8QKhwQGxcs0Jltg2kIRFpgBMfGcy3XkD+bzfpyzpQiua7rA4b8pukZ8k802WyWTZs28eqrr050UxRTjFNGHLMBNyPAFQSUZjNqDmbgt7dn6Ou1qSmA738viFn3ljCmUCgUisGYpkk0GiUajZKfn8+cOXNYuXIlS5cuZcmSJdTV1U10E0eE9B8TQjB9+nRWrlzJ+vXruf/++zEMg0gkMmya3VQgnU4TCoWIRqM899xznHbaadTU1DBv3rxBhQvGCxfodyCZBveAi5UU1FToVNTqGJZ2SAQbqLTmONDfJ+jscOnsdOnoEDTtd9i316X5gEuJJrjqXI2GiyKEa82jTuNDF26nn346O3bsYNeuXbz66quEw2EMw0DTNMLhMLNnz/ZM9Ovr66msrPQiwwoKCgYVMvCrGDYchmFwzjnn8MYbb9Dc3ExjY6OXNjqVzflDoRC6rnP//fezfPlyCgoKKCkpAfw9XlMRAfRnwcmAkxFEIhqZXpdQvo6mCTQdNIaPHj2hzz1kxu/XqsTS01CKTscSm1wBOzvhkQ02bTuyLK+DD34kQPH8EEY453xkQNAA0Abc+seYk5kePlKk56lhGJ4XoV8M+dvb27nxxhsnuhmKKcgpI451Aen9LqShoNigr1+QcF1CQCikoYVQAs9xcO8uQddfMoRTguuv1AmuiYCu+k2hUChyicViFBUXUZBfwIwZM1i0aBELFy5k2bJlzJ8/f6Kbd8JIUSMWizFnzhzOOuss3nzzTXbu3EkoFCKTyUxZsSCRSJCXl0dHRwcPPfQQs2bN8sQfGN9IGl2DINDTL+gzIE+HYBac5IARd8aGrk6XtlaX9naXtlZB4y6HpgMuTU0u+/a4CAH5+RplJRqbD+pMj7uHuSsPXVgO/bukpISlS5eybds2+vr6KC0tpaHh/2fvv6PjyM47f/hTqXOjkXMGCSIRjMM0OWk0krUrK6xseW1L1tqyV5J3d2z5d+R3X1kOa51Xxz+vjy3ZPt6V5F3bsmVJHoVJHJJDzpAznMxMEDmDyLlzV9X7B+bWNEAwA0QBrM8hDppAo/rWrXDrfu/zfJ8qqqur2bx5M8XFxWRmZpKVlWWlSi7dVroYZtfJYTqijeXl5Tz22GN0dXUxNjZGJBJB0zQrcmUjkW7Or2ka7e3tPPPMM1RWVhIIBBalwK6HY7gRME1IKWBMGaiphX6PxGF+0MANZOVKpExQVdBWIKUSFkRh4Tll5yIUYtxJF92vdj+OpuBsv0HPqST5bvj3D8o03KuheN4TF1cZUQnS7vc/IZDrur64X1m7/KtUKsXFixd5/fXX16gFDhuZu0Yci8dANxYu6FdOm5z9bgw0iXygoEAmVChTXSqR1+SY9F+NGHDyNZ35WZ1GYMcn3Ch3zRnk4ODgcOPs2LGDz3z2MzRvbaapqQm3223rB+CbJT2lqri4mB07dvDwww9z+fJlEokEfr+fmZkZ206ibod4PG6lxp46dYpXXnmFsrIyduzYYUUuwOqIBSYgaVCYBT4k5mSZjmmD119J4Os3mYrCQJ9Of7/B8JDB5csG4XnICElkZ0s0NSvk5ctsbVap2aRQV6cQqFBAMq8ICEg/diL1Jx6PE4/HmZ2dJRKJUFpayuc//3lqa2spLCwkIyODUChEMBi8wkh/vYlhV0NRFPbu3cv58+cZHBzkwoULwEK69Eb02xPHXkzkjx49ys6dO8nNzaWoqMg6zg53BgOYmzOZnTCJxeDNVoPL/5JAcktkyFCQLeHLkCgrkak9oGHqLFRXvI1LToik8/Pzth7LhOehYRjXTKs0gXAKLpw1mOvXaQBqd2rIIRkDiMVN0MHrASMFigrSClSoXNSG91IWdV237X1D3LeFMCoEvbU25J+ZmeGP/uiP1rAFDhuZu0bamJ6BRNwETP7llAmnFt+ISoHH98nc92k3Dzwuqr44pHMZ6H0zRXLepLkUtEKVeRmGhgwGBnWYNgnJUFouUVCkQsCeg6eDg4PDapNIJNi1cxdbt27d8JNHVVXZvHkz9913H62trRw9etSKKtmIXkywUCVLRM0cPnyY+vp68vLyqKmpWeS5tdJIgKZK5JXJVDUovNuW5O0+GIzqoBmMT5lMT5t4vZCdI1O7ZUEMq2tQ2bRJprxSobxCJhiU08SvxREW4ueJRIJYLEYsFmNubo7h4WEGBwfp7+9nYGCAnp4e4vE4H/3oR6murqa6unrRvtvBSH+lEfuQkZFhmfOPj48zNDRkRY+lUqk1buXKIibxqVQKt9vNxMQEzz33HHV1dQQCAUKhkBM9dicxIZkATxBcfrhw2eSlf4hTVCyjytDba7CtUmHrZolHIwabN6lklCgorls/NsLsPhQKEY/HbbvokS7kinTg5c7JlAkzpslgu44RNqkukwiUK4wmJKbHDPp7DFLTBnmaRFaeRH6hTKhYBmnlznGRsijLMl6v15ZjpdhXERVrmia6rqPJ8ppGjb399tucOHFijVrgsNG5a8Sxch98/FGVqW0SKO/f1GdmTc72mnS8keK7rxscfTfKn/w3nb1f9LJQy8lBcDkMsSEDkiZbtkFbROHo8SSXjqe4cDEJoyYFMjRslbivSWP/kxrB2msbYjo4ODhsRN544w3+4R/+ga997Wv4/f4NOWlMjx7LycmhsbGRBx98kJaWFsbHxy1z/o1WyQ/eN+f3+/309PTw/PPPU1lZSV5eHsFg8IpoqZVCAnwSlAclyppVut6VGW8ziF02yc2TqKhS2FMgU1unUFEpU1omU1mlkJm1uB1Lq0HC+ymj4mtsbIy+vj76+/vp6+uju7ub8fFxJicnGR8fR9d1otEofr+fzZs3k5+fj8/nW2jnOo8Oux6qqlJfX88jjzxCT08Pk5OTVuqhqM65kRDimJjMv/322xw6dIiSkhJ8Pp8VpWNXs/YNhQlFAXhyv8JElQtJgWh0wU85EgElS2dwCPpO6Jw6E+XXP+Ni70fdZBTd+pRP3MOFMGbHYyw80UR1Z+UaxvGGCf1jJlODBrJhUlkNrWMSLRdTXHo3xeyoTnLCxBgx2LpLYetmhXsf0QhVKGh+3qsKevvtFSmqdhXUxX1MFDiww309FovxJ3/yJ2vaBoeNzV0jjtUGofazGnhdiwwVp6cM3uk2efbHKX723Sh9CYNv/l2CugcVQlu9a9hi+zE0BNHYwgA5kynxzb9O8sqhGFt0naxcBbIlzowZnH3B4NWjOh/tSPGZ/2wSrHetccsdHBwc7jw//OEPeeihh3jyySev+aB+pzFNSMVNMEH13N5KeLo5f3l5Obt37+bhhx/mRz/6EaZp4vf7mZ2dXcHW24d4PI7b7cbv9/Pmm2/S3NxMUVERTU1NC6knqzSJdMkL4tjORhn9I25S3TIVZTLVNQrFpTJFRQr5BRKatth3BxYb4ANEo1HC4TDhcJipqSkGBwfp7e2lp6eH7u5uhoeHmZ6eZnp6mvn5eevvJEnC5/OhKAqvvfYa27dvp7CwkNraWivKZK0nUauF6EO3282+ffssc/6uri5kWUZV1Q3ptyei4txuN7FYjKNHj7J9+3ays7Mdc/47iCZDTbZE7ac05qIaurTgITgzYzIza/LwhMnzz6d49XCCiwMpnj+UoqpBxp+toLhv7fgIUVTTNNtWIxbnnhCcruX/l9JhbAZicQNJgZEEvPPTFD0DOsZQipwyBdMDZw0Ye1fn3CmdlhadT/+Ki5LtGqp35bzchOG9He8ZQgwT4riIHlsrDMPg+PHjTtSYw6py14hjwIJz7RIys2QeyYTN1TI9UYlz/zLPpTj0vZJkqyOOLWIuDKnUwk3xuXMwdTHK7/26wpYmN1KWjAm0TZj89FiKCz+K888HU9QGYzzxpwpOFJ6Dg8PdRm9vL9/85jdpbGyksrLSFhNH04TxCIz3GbhGdQobFHy58nv1aG6tfUIs8Hq91NfXc++999LS0sKpU6cIBAK43W7beqrcDoZhEA6HCYVCRCIRnn32WWpra8nPz6ekpGTVoscAgm54sFZmW5ELr66Rmy3h8y0Wwwxj8SRGkiTi8Thzc3PMz88zNzfHyMgI3d3d9Pb20tXVRX9/PzMzM8zOzjI3N2dNMMW+6LpufcViMYLBIHNzczzzzDNs2bKFnJwc8vPzrb+xwzm/GoiUqMLCwkXpldPT06iquiHN+cXxFxFyXV1dHDx4kOrqavx+P16v10mvvAPIEnhcEmgS2cH3fihBnlsiO8dk0yZweyQmDIk3f2TQMagzekmnYpd5y+KYuJYjkYjlPWc3hCAmxiNVVa2fL9fe2DwkEybRpMnhSxK53hQP75PZ/ss+EjKkJIkH5k1OvpHi3NEkIy8n2VIqkV2jEPRKrJTrljC8tyPivi/6UIikYmS502dBMpnka1/72h3+VIe7jbtLHLsKkgSlIYl/90WNc/+ioKd0+joNtmIAG9sr5lY5f9bkf/6yzAd/04uapViVPvcbJtWNGr/eaTJ9OsGPX9fZdyZJaJsjjjk4ONx9HD9+nH/913/ly1/+8ppOKEwgBYzOmLz6ts7hf0lQl0jy0JMa2z/pRlJlbrX+VHp6ZV5eHtu3b+fxxx9nYGCAmZkZ/H4/yWRyw4kFsPCwLlILOzs7OXLkCJWVlWRkZBAIBDAMwzIyXkk0GQoCkO8HccyW9q8kSSSTSebm5pibm2NmZobJyUl6e3vp7Oykt7eX3t5exsbGiMVihMNhEomEFSkgzKLFl/iZQAhkPp+PtrY2XnrpJSoqKggEAvh8vrtCKHG73TQ2NnLvvffS19dHS0sLqVTK1hE2t4OIIBGeTm+++Sa7du2iqKiIgoICS5BwuAMsuawkCVR1QRjavFnmnocVTv6LTDRmMDJgYJgLvsu3eo/Xdd0qOGLH81qIN+neWFeN2DYhpUqgSCQSMDVm8h8/IfHYp1wU1mtEY+85MSqQVaDQO2Iy80aCd86m2NGVIpi/cnMaYXJvx/Ex/d4t7v9rdexN0+Sll17izTffXJPPd7h7cEax95Ak2FYElGuk+nW6L5mAjiOOLc+TpfDw5zyLhDEARZa4pwKe/I8enj+dom/G4PK5FKFta9hYBwcHhzUiEonwrW99i/vuu48DBw6sqVAwOW/y+gWdQwcTvPl6ghHJIDNlkLdJpnS3a0XapigKdXV1XL58mdbWVn70ox8RCoXwer2Ew+EV2Av7EY1GcbvdqKrKwYMHqaurIy8vj4aGhlWJHlvOLyw9/WV+fp6ZmRmmp6eZmJigv7+fnp4eenp66OjoYGRkhFgsRiKRsCIWlgphy4lhy7UjGo1aHj8vvPACdXV15ObmXmHOvxER+5WVlcXDDz9MW1sbo6OjDA4OWtXdNprfXro5vyzLDA4O8txzz1FTU0NGRgYZGRnW+zbqcbc/En6vSVmJTKhGIdKtM9pnEJ3XcS+TQXMziPQ/Ox5bIYiJ1OZrifO6CbJuYiRMVODeGokDj6nk16gggc+7UN3TME221SlsO+DipXd1ekYNxjt1SptNNN/K+I5drY12IF0IFSmgQl690y02DIMvf/nLd/hTHe5GHHEsjRkTGDeQZQhlSzjC2GJys8HlWuiTe2pBzVeXvTuqmsQ9u2SeRyYaMbjcZ1DnROE5ODjcpfT39/N3f/d37N69G7fbvSZtmJo3efOCwU+fSXLuZJJY2KDDgHe6TIqfTZBXq+LOULjVZ/T06DGfz0dTUxMPPvggly5doqOjwzLnt6Ovyu2Snl45Pz/P888/b4lEeXl5ty2QXU0ME9/j8TiTk5NMTk4yPT3N0NAQHR0ddHV1WRFiojCC6P90MSyVSi2qRnYzkQHCxD8YDDI1NWWJg5mZmWRlZVlttuvkbyXQNI2KigoeeOABOjo6mJmZIRaLoWnamnv0rAbp545pmpw/f54TJ05QVVWF2+22xFKw76T/biAGGPPgksAbkvBn3/ozuDjWqVTKtsdUkiRcLheqqloRu1dDVSArBIGgTNQtsavYJLtMRXZJSEjW3EZCIidk0rBd4Y0Mmci8wcyIgaGvzDV9K/fcO4mIxhNm/KZprkmVStM0OXLkCBcuXFiDT3e423DEsfcwTXj5TSCSRPFAxWZwxJzFFBeB1yMDEm6veNi98jYpSeB+79nIMMCmqfQODg4Od4ynn36aBx54gM997nN39HMTKegfNTj6hs6LzyVoezeJiYnqlkhE4PSEScUbKUqPJWj8dx5uZz043Zy/tLSUbdu28dBDD9HX10cymcTn8zE7O2vbicDtEI/HicVi+P1+zp07x0svvURZWRmhUAhN025aILqWkb5hGFaK5MTEBCMjI/T09NDZ2UlbWxvt7e2Ew2Erykd8djKZtMSwZDK5yE/mVjFN04pAc7lcnD59muPHj1NaWkowGLStP9FKIY5LIBBg165dnD9/nv7+fnp7e1EUZcOb87tcLqampnj55Zdpbm4mNzeXrKysDX3M1wMTETj3tk58NknIZVJYLqNHJbRb9BzTNA1N0/B6vUQiEdvewxOJBLFYDEmSrPTm5ZBlyMuXcPtkFJeE7pNQfdKyIVGSvBBlNjsGBVmQShPPbgdJktA0zfb3CXGPv5FCB6vJU089tSaf63D34YhjLOSVv2aY/NtvR5AxqffBnv9we5OEjUihBp5KBc7DUC8YusFyI4mhw9BlABO3B/IK1yIA18HBwcE+zM3N8Vd/9VccOHCA+vr6O/a5s/Mm75zROXo4QeupJJEJg/r7Vfw5MmefMxiL6pwaNqn4WZzCJpXcGpXbWRgSYoGiKDQ2NrJv3z5aWlo4duwYwWAQj8dDNBpduR20EfPz89Zk7Pnnn2fr1q3k5eVRWVl53eixpWJYOpIkEQ6HGRsbY3JykvHxcQYHB2ltbaWjo4O2tjZGRkYWCWGyLJNKpSwhbKXEsOUQkXMZGRlEo1FeeOEFGhsbycnJobCw0PapQ7eL6O/i4mIrWnJiYoLZ2dkNb86fSqVQVZVLly5x5MgRy5zf7XZv+OO+VugGzMbA7wLiJooLZFVCksAwYSZhcvKSwfF/TaBETJq2SDQe0HDdRhqg8IwcHR3F7/fb8piKccfj8aDrOl6v1/r50vZqEmRKkFkqM3QGJi6bzE8YBPLkhfph6e/XYXLKxJdlgmTid5kLrjsr0F5xj56fn7dVRWtBekql+NI07Y4b8h8/fpyWlpY79GkOdzt3jTj2zWMGgz8K84kHFZo/5EHzvf/w/z9e0fm3344QmUjiVeEzH5bw1K5N6oudKQS23KvS+bLEyy0mv9aTxLNVuWIelUiavPyqDuh4fFBYthBt5uDg4HA3c+HCBb773e/yjW98Y9U/KwkMhE1++HSSH/9dgpnxJAU+k4ceU3jgky7iu1x835fk1X+Jc3oiRWW7SenBBLn/WeFWTZthcXplMBhk69atPProo/T09HD58mW8Xq+V4rfRECmGmZmZjI+Pc/jwYTZv3kxmZiahUGiROf9yqZICSZKIxWJWZNjo6ChjY2N0dHRYaaq9vb1Eo1GrepiI0BJCmIgSW277q4Gu68Tjcfx+P/39/Rw7doyamhoCgQB+v/+uEEo8Hg9btmxh37599PT00NbWhq7rqKpq22p0t0O6v1M8HufNN99k7969FBcXk5+fb8vJ/kYgZcBrF3Taj8bZUihR1qRSvklhdNhkNmpy6DK89s9xhluSKKbJg/drZFZryOqtX3uapqHrOvn5+cRiMVtGjok0ymg0iiRJRKNRSyC74r0S1GVDzRaZjuMyp7p0HutMkV2m4MqQkFgYBQ1MhudMzp01SEYNCstlcmtUXLfp3QYL90JVVVEUhWAwaMtFI+FlKVLyxWJLeur0neC//Jf/suEWGBzsy10jjkUSJi+eNXjm+STKf48teu6PpyAVA1WGP/ukykN/4ANl4z7A3SoKcGCfzPGgysXxBP/0/43yn76voXkVRIfqwPEIXPxmjCDwWIFM4RN39ibq4ODgYEdSqRR//dd/zaOPPsoTTzyxqp8lw8LixFaFrDIZzVB44AGZDzyh0XSPxliGxAOfVLn4corxPoNTYwZVLyQobFSoedDNSixoSJJEXV0dg4OD7Nu3j3/6p39CVVU8Hs9dYc7/0ksv0djYSGFhIZmZmVZKSrpAlG6kPzExwfj4OGNjY4yOjtLd3U1HRwednZ1cunSJqakpKwVH0zQ8Hg/JZJJ4PL4o7WUtEOb8IoX00KFD1r4HAoE73q5kwiQ1Z+DxS0ie1bfIEMe0qKiIBx98kLa2NgYHB5mcnERVVVKp1Iac3KVHj7W2tvLMM89QVVVFVlaWVblyo3vO3WmiSeichKdf0QnM63gDCXp6DCqrZXQTuroNtBQ0lUp8/H4XD/yiG1++vDga6iYRQmgsFkPXdVseT3EuivuvEGev1ta4IdHQqHAiR6FjQOfQsykCJQpVO9+fsxgGvHFBp+d4En/cpLFIoWDLyoi+InLMMAwrsnfpwslakz5mud1uVE1DFv16h9pw/vx5zp8/f4c+zcHhLhLHigrA7VaYjesQv/L3H22G3/htLzWPepDvml65eT5SKvG/fs7F+LeT/MVpE+k/zPLrf+5H2eTCQOJQq8nv/M48RjJJdi78/K9oyE5pbwcHBwdgQTz59re/zUMPPbSq5vwyEJIkmrfLxH/VhX5O4d7HZGoaFTweiUIktm6Tuf8XNX76/xp0zpm8NWxS/FyC4m0a3sxbT4dPjx6TZZmmpibuvfdeLl26xIULF/D5fCSTyQ0ZTQMLFUqzsrKIx+McOXKEbdu2kZOTQ35+/iKhIBwOMzw8bEWGDQwM0NLSQkdHB+3t7fT19VleP5qmkZGRQSqVsnx1EomErQQX0zSJxWIEAgHm5uY4duwYDQ0Ni6oYwupFj/UNGLx8JMm7byYZfTfFA7tlfuN33QueEO474yGrKApVVVXs27ePtrY2Tp8+bXlzxeNxW018VwIxwRcpV6dOneLtt9+mvLyc8vJySyBLf7/D7aHIUBICv1smPmeSiJokUzA+buBySQQUeOSAzOMfcLHnA27cAQlJvr1rTlSuFfd0OyLLMl6v10opv9Z9RgJ8CjQUSDQ8qHLwfILD76Tw/F/4JQ2GZIWoDh3T8E/fjjPRnmRnjcSBJzVCJdqKKUNLrwe7XR+SJKEoCi6XayGVOpVaMOm+g/zmb/4mqVTqjn6mw93NXaNa/MdmmV96wc/QoJ/OuEGyT4eUSWUVVFUrSNJClS47robYCUWCv/2yxqcveRk+GuH/PQ1//mgYeD8KwDQhxw9/8mkXJT/vw0mpdHBwcFjAMAyeeeYZ/tf/+l984QtfWLUxRwK8QK0iUfKYgv9xBU+aN7FbgmJJ4v5PaZx/Waf9dYNTEzrV7+iUHkqw7ROe9wINbr99hYWFbN26lX379tHR0UEikbCinuw2GbgdFEXB7XZbYpbL5aKlpYWXX36ZyspK/H4/c3NzjI6OMjIywuDgIJ2dnbS3t9PS0kJbWxsALpcLTdPIycnBNE3i8TjRaNSKDrMrwrg5mUyiKAqnT5/m9ddfp6KiAr/fv6qRRIMmvNBr8L++mWR6JEnQNIkMGGy/R2HPkzJSrnRbkTM3goj6yMrKYvfu3Zw/f57e3l6Gh4ctw+2Nlk6c7j3mcrkYGRmxogbz8vIIBoOL3m8nMXe94lHh/iaZB/63l+4Og8szBh5MItOQnWNy3wMq4wMmGZnKgjC2Aqe9y+XC5XJZ9zC73rdF5K4QyK5VDEWSoDQLPviwRl+Xl+G34vzwFZ3//UKEik0yugFd7QYeD+ypgV9/UGHLvS5kdWXmiunVNTVNs+1ika7rRKNRksmkFeUMt2O+cOP09vbyzjvvrPKnODgs5q4RxxZSF6CkFEqQoUZO+x04As6NUypJfO/bbr7zDzI/+JMYyUQK4c6oSHBPEP7kb92UHvA5YqODg4PDEmKxGN/5znd4+OGHaWxsXLXPkQCPBJ73skSW3o8LgJpcePDTGp1v6cwkTE6NG1Q9H6dkm0perZq2pZv87LToMUmSaGhoYM+ePVy8eJETJ07g8/lwu93EYrFb38E1RpS4FxNHl8tliUPj4+OYpklBQQEjIyO8+eabXLhwgZGRES5evEh7ezuXLl1iZmYGVVVxuVyEQiFkWbZSJefn521bwexqCN+1QCDA1NSUlVqanZ1Ndnb2otShlXo+MAEtAoPTEu4qCWnMZE6HCeCFHyfZfo+C2yND4PZSy24EsU/V1dXce++9tLa2Mjk5STKZRNM0K/pmIyEiiUT1vbfffpvjx49TUVFBbW3tooqmExMTa9za9Y8qQ54fQCJjm0KDqeBRIRYFTVs4xfPLxbtXprKiEOYHBwfJyMiw5bO9aZqoqorP5yOVSuHz+a57rXk0ib2bofwP3TzzrxLvHEpy+fUEc3MgSyZe1eThZpV//wsa2x904w2tXIGx9OtCFO+wG+I+LUQ8WZbRXK47IoyZpslTTz1lW9HQYeNivytxlXGEsNtHAsokiT/4FRd/8CsuXu7WMbt1JAkerFKg0jFhdXBwcLgapmnS2trK9773Pf7oj/5oVY2rF4a85cc8CSiSJPb/vMql1zVO/LPB6QmDmi6T8sMJcmoU5Nv03xRCiN/vp7m5mQcffJDe3l5GRkas6LH1Ek0jDJTTxTARNSPErGAwSGNjI5s2baK+vp7q6moyMjKYn5/n5Zdf5mc/+5m176qqkpWVha7r1gQpkUise/FEmDd7PB66uro4efIkVVVVliAKKxulbwIpn0lmwmCuxcDUF+y0J4E33zJ45odJfv6zMrJXgtswJb9RJEnC6/WydetWdu3aRW9vL93d3Zap+XoTPJciikCIL1EBNRKJWP5ER48epbm5GU3TmJ+f5/Tp05w/f56zZ8+udfPXPenzGLcLRHJ+ILB6nymE3ZKSEiKRiC3vUeJcjEQiyLJMOBzG57v2Ir0sQUCT2KzBf/iQxmN7VeZkL6OXUrhl2L1JQXdBTrGMy7+y6aRCTFZVlVAoRCQSWdHtrwTCE1MY8adSKZKJBC6Xa9Vn0hMTExw5csSJNnW449x14pjDyvNglQJVqze5M98LS5McUXNlsd+zjYPDXUMkEuE73/kODz74II8//viarcRnAeXAQ7+0YM4/OWhwatSg6nCCgkaF6gfct7yolB4hpKoqmzdvZvv27Zw5c4ZnnnkGr9eLy+WyZZUuWGi/LMuWEKZpmlW5S9d1wuEwsixTW1vLpk2bqK6upq6ujoKCAnJzc8nJySEvLw+v18vExATT09OcPn2ayclJK2puenp63YiDN4phGMRiMVRVZXJykiNHjrBlyxaKiooW+a6tVPSYZMLsJLRGJYx8kOdMMjIkojGYiJq8+LMU23YrbPLLkLn66ZWwcO5UV1fz4IMP0tnZycDAAPF4HE3T1rRwwq0gfIdEpVWRWmWaJslk0vJ6CgQCBINBsrKyyM/P5/z58xw6dIgXXngBwzDQdd2WAoDD1RHnqTDkD4fDti2wIHzRxMKDpi34CFyvveI3pYUyxQULr8OlMooMPv/K76eY06Qb8ovoKLsZ8gNXNeRf7fPgK1/5inO/cFgT1rU4Jlar7MbSG4Z4wLYb4kFnKbbs0yVKjuhTu/WreIi8ol/NpXtgT0S/2u0cEMd6vZyvAjGRsOO5CovTYRzuPDMzM3z/+99n7969hEKhNWtHEdC0Vebhz2j8+BsGPfMmbw2ZlB5JUtig4c+79cUP8bBvmiaaprF161buu+8+uru7aW9vx+PxWKvSa4m4BkSqpJhcqapqVewSokZxcTF1dXVs2rSJTZs2UVpaSl5eHtnZ2eTk5BAKhaz7kvjbQCDAzl07aW1rZXh4mLGxsbXc3VVHTPg8Hg9DQ0O89tpr1NbW4vf7rXSnlUyrDHghNGNgzphoMlRukpl0KQy+maBz2OTgT5KUb1ZweSXwrH50u7j3NzY2snv3bjo7Ozl37pxlbh2PL1MZyiakj1li3BXnsYjicLvdBINBgsEgoVCIiooKmpubaWhoYOvWreTm5jI2Nsa3v/1tsrKyaGtru+oY7rCAXec0gCWGimdcITwpimK1W5Zl6/yQZdkS1MSCQvprES0tXovza+lrIcwIQVa8Xm57ohKyiHQS7boZwUmcnSIKb7WOR7pAJq43VVVRVRXDMKy+XG5/RXVYuHr/reTxEItDhmGgp1KYhoGZdl9YDebm5nj22WfX/LnA4e5kXYtjdiT9RiEeAlwuFzk5OWvVpGuyXI67iWm/KC0TTOn9BwdZlgkEAng8njVu2JWIQcjuLPfQ4HK58Pl8a9iqqyMeCgR2Xb1M71dd19E0Db/fj9frXeumXYEkScTi8XVxvm5EotEozz77LHv27OHXfu3XrAnHncYNlAL3fVLj4nGdllcMzo3r1LybouTlBE3/3o2iydyOJYGYABQUFLB9+3YuXLhgRdO4XK47Hk0jJh3pkz0xOUmPajJNk1AoRHV1NZs2baK2tpaqqipLDMvLyyMrK2uRx5rYD7F9WBATqiqr2HPPHloutjA5OYlhGFaq3UZDiGNi/9566y2ampooKyujpKRkZc35Jbg8AzMxUHV4sAbuf1DmuZCHcBIm30pw9JBO8z1J7vt3MpJLXsinWmVkWSYvL48DBw5w6dIlBgYGmJiYsKLH7HLcxbWZLoqJ8zh9kpyVlUVGRgahUIjc3FyamppobGykrq6OiooKgsEgiqqgqRqKuvD+xx9/nI6ODoaHh4lGo6iq6ngIXQVd163nBnHvSL+XpF8r6eKHaZqWkJT+GrhCIBGCi9iGeC0EmfRn7PTqlEK8EYsZfr9/UTuEyLJ02+lCzdJtw8IcRDzXLW1fuji09Hl16d8JUUekuYttpYt6S/svvX3pfSa2s7StK3k8TMwr+lYsIIntpW9jueO4tF/T2yT6ZCWOh9iW2IaIAk2/T1zt3LnauSi2IxZol7bvD/7gD5ienr72BePgsEqsa3FsfHzctqtvYoArL19wxbSr4ABQWlpKLBZbFyvZU1NTeL1e8vPzgQUxx65kZGQwMzPD+Pj4WjflmpjmQjW0/Px82w9GXq8XXdcZHx+39bEHSCaTTE9PU1BQsNZNuSblZWXMzM7aTQ6/a5icnORf//Vf2bdvH9u2bVuzduRLEjXZJg/9skbfWZ3pGZN3Bw0qjyYobFAoaBDC3a2nV8LCPbuurs6qXPnuu+9apvarOZ4vFcOEEKaqqvUAL8syiqLg8XgoKSmhtraWmpoaqqqqKCkpITc3l6ysLLKzsy3vLHhfEEv/jHTEvmdkZLBt2zb2799PX18ffX19ljBo5yqUt0oqlSIWi+Hz+RgYGOD48eNs2bKFzMxMMjIygCsnmbdCwoSEAWP9Bp6UiV+XOfCwisuEicsuurpTjE4YvPRcisZtCtluGYKrb84vaGho4MCBA3R3d/Paa69hmiYul4tYLLYmkUJLI5rTJ9DwviiRkZFBVlYWmZmZZGVlsWXLFjZv3szmzZvZsmUL2dnZi66jpdHRJiZ79uzh7Nmz9Pf3c/78+Q15nq8UXV1dlJSUMDMzY/nWRSIRS7iPRqN4PB5LeA4Gg0SjUVKpFBkZGczNzWEYBsFgkHB4oYJ8IBBgbm4OWZbx+XzMz89bKeLhcNjaXjwex+fzkUgk0HWdQCBAOBzGMAwyMzMZGBggFovhdruprKxE13Wmp6fJzs62TOX9fj/RaBRZlvF4PExPT1tVakdHR8nNzUVVVUZGRqxn+KmpKSvSdn5+noyMDBKJBPF4nIyMDGZnZ63FcLE9TdOYnp5eEGMVhcnJSWuBYnx8nPr6ehKJBNPT08zOzlrVgyORiPXcmEwm8Xq9VgGVjIwMa3+zsrKYnp62FkZmZ2eBhXlcJBKxFlNEZUyAeDxOIBAgHo9b25ufn0fX9UXHIxgMMjs7ax3fgYEBFEWxxhaRRph+rFwu16L9HRsbIy8vD9M0GR4eprCwENM0mZqaIicnh2QySSwWIxAIWAVvvF4vMzMzeL1eNE1jdHSUnJwcNE1jZGSEvLw8JEmyjgfA7OwsoVDIGp/y8/OZn5/n8uXLxGIx/H6/1X+BQIBoNIphGIvORdF/siwTDAatAjRut5twOGxZFSQSCbxer/Xc/PTTT9vWbsFh47OuxbE/+7M/s+0E2TRNGhsb+eu//mvbhkkD1k3pwoULvPTSS7aNxhG4XC4eeughPvWpT9m6X03TpL+/n3/+53+2fXUqYbL61a9+1ZaReMCiFau33nqLU6dOYZiG/SIc30NEuT311FPk5uba+royTRO3y4XL5b7+mx1WnGQyyZkzZ3j66aeprq4mGAyuWVuKJYm9jyt0fErjpe8YXJoyON1qUP5KkswyBXfw9tLRxDWQmZnJzp076erqYmBggNHRUVwuF8lkckXNd9NTw4QIJr50XcftdlsTp7y8PKqrq60IsfLycnJycixxwO/3W+kmsDjqYun35fZbrKIXFRWxd+9eOjo6GB8fJxqNWsb+dh4nbhURISXLMmfOnOH111+ntLSUuro6K3rsdu+Npg6dfSYz4waJuEFOnoQ5LXH/ToWz22Smu91MHYnyzhmDgz9J8vO/JuPxaOC6M9FjPp+PvXv3cunSJQYHB+no6LCqv6122lD6uZnuGbZUlJQkCb/fb1UVzc3NpbKyktraWqqrq6mqqqKsrGyRoHzNQiLSwjaDwSCPPfYYLS0tjI+PMzAwsKr7u575+7//+0VRROlpcstFLaVH3ui6bv2diFi/WpTO0lS79LTF9Hvc0r+rrq7mL/7iLyyBSPhFapqGLMtWFLBpLnhpiXu6aZp4vV5L7PD5fJZfo9frZX5+3lqUiEQiltCaeM/4XWzP7XZbBUvENmBBAJyfn7dEOSHgfOMb37giuknsT3p/pi9siGgz0ZepVGpRldmlY4Dox+WOR3p6YvrxEH8rjvXevXv5uZ/7uSv21+PxEI/HMQwDn89n9Z/H4yEajSJJktUP6cdDXKNCvLvR4yHuAXNzc1ccD0mSGBkZ4fnnnycWiy17TomU0Kudc1eLqFt6Pzp9+jQjIyMrck05ONwK61oc+853vmNLfySxIvOjH/2IJ5980tYTY1gwhn711Vf5q7/6Kzwej21C/dMRD3YVFRV88pOfZPfu3bbv14MHD/LNb36T9vb2RQOqnZBlmWQyye/8zu/w0EMPkZWVtdZNuiamafLDH/6Q73//+9b/7YZ4KFBVlc9//vM0Njba+jwV9PV2r3UT7lomJiZ4+umn2b9/P48//via+NNJQAZQIcN9H1NpO6kzcM7gzGWDyleS5NcqVD8gI6vi3Te5/bSHX5fLRVVVFffccw/nz5+3omtFNM2tki6Giegw8X/DMKy0cY/HQyAQYNOmTVRWVlJRUUF1dTV5eXlW2lhGRoY1UREsHXNu5boOBoPU19ezd+9eWlpauHTpEpqmkUwmN6S/iq7rVvTY6OgoR48eZfPmzRQVFZGdnQ3cXvSYCUzGTSYnDWY6dLwS+LLBVyCR6YUPb5Vo79cI9yQZuZTi+FGdxh0pmjOVhcqVdyC9UpIkNm3axMMPP0xXVxdDQ0PEYjFLFF3pamzpkWHLCbfi55qmWeb5+fn5lJeXW0JYTU0NlZWVaJq2SFS+lgCcjvBUkmWZpqYmnnjiCfr6+hgdHXUiQq7C008/zdTUFNnZ2VbxAhFJpeu6JZYIX8T5+Xm8Xu8V0VPT09NkZWVhGIZVQVcUyfD5fNa9Jl1YEaKS2N7c3ByBQGDBeiEWo7CwkN/93d/l0UcfJZVKLRJPxLmxVBxzu93WgocQd0zTJBgMMjc3BywWykSRErG9dLEoPdJL1/VF4o54LUkLpvG9vb185zvf4R//8R/x+XzE43FisRjBYJBYLGYVWYlEIrjdbhRFIRwOW6mi4hgYhsHk5CQ5OTkYhkE4HCYjI8PqP6/Xax0Pl8vF3NycVQxgcnKSzMxMZFm2jodpmszOzpKRkWH10fbt23n00Uc5cOCAtWADkEgkFvWfOPZLhS2/379IaBTHUxwPkaZ5reMhxMVrHY9UKsXBgwf5p3/6J9rb23G73Ysi0WZnZ62Fvbm5OWsfw+EwgUDAOhfTIwPF8RDHTURJTk1Nbcix0GH9sK7FMbfbbUtxLCcnx1rRABap53ZFTCYyMzOtm6SdUBTFSk0Vqw52O+7LIcKHReqMnRCTVBEKLVa47CrkiGgsEcEhvC/sdh6IaIBgMGgJzXbvV4e1p6enh5/+9Kc0NDRQVla2Zu3IlyQaNsvc/0sa//Z1nYE5k7d7TMpfTZK7WSWz7NYfG9JX630+H42Njdx333309fXR09OD2+2+qRRDkSKZLoalpzWqqorP58Pv9xMIBCwRrKKigsrKSoqKisjIyLCq7KUbxaenSqZ/3krse25uLjt27KCtrY2RkRFmZmashamNWLZeFFxwuVy0t7fz2muvUV1dzY4dO/B4PLe10GWYMBeD/kEDQ4OAZFKYJaOoEsiwvRQeaZYZ7nExdNmg47LB0WdTlG1SyPJI4L0z5vyyLLN9+3b27t1Lb28vZ86csSbVtyMIL40ME6+XimHiGvH7/RQVFVFYWEhRURE1NTVUV1dTXl5OVVUVwWDQEpXFtXW9z172d0gLApkEkixx7733cubMGQYGBrh06dIt7+9GZmZmxkoZhIX+nZyctI6nEHbSI6GEyKSqKjMzM1ZEztTUlPVabE+8FsdtamoKWZZJpVJWOuTc3Jz1dzMzM8iyTFZWlpWaKaIBBemv01PNASt9WLwOvOdyLwQy8VqkWKf/XGxP3BvEfULMA5ZuIxgMWv2Sfh8Ph8NWtJTYX8ASgIT/3dJ+Ev2efjxkWV50PIQwJkQgWZat+ZOqqszOzl71eKiqSigUIhKJWJ8j9k2IRUv7L92PTOyvOAbpr8V7VvJ4iAhBwBIbRT+mny9XO+dE/01NTVn9l348IpEIsiwTiURsN1dyuPtY1+KYGBTshrjhCNIfWuzEUlHBNE2i0aiVX28nRJgwLP8waBeWhluL1SHhyWAnhOdBunBzNc+ctWZpmL9pmsRiMSKRiO3EMRG67nK5rACb9EmLg8NyzM7O8sILL7B9+3Y+/elPW6vYdxIJ0IByFfY8qtD6qsbbPzVoHdc5845OSV0SX7aMy3/75vyqqlJYWMiuXbtoaWlhZGTE8oS5VophehSLEMMEIoUtFAoRDAYpKiqiqqrKEsPKysoIhUL4fD4yMjIW9fFSMWw17oNCIHO73dTU1FjRY2+88YaVFnM7QoldEZ5GItXnxIkT1NfXU1xcTHl5+SLPq5vtcwkYnzbp7zOIz+pkeCCvWMaX+f6zwcNbJM7v0ggP6IyfiPPG2zpNJ1I8XKAgazKoEoZuIhkgKaxKNJkkSWRnZ/PQQw/R1tbG0NAQw8PDVnrlzUwI08fp9Geg9FQmcY243W5LCCspKaGiooKamhrKy8stHz2Px7NIQLvW594KsiRTWFjIhz/8YSta0uFKYrGY9TyWLoDBlQWUlkZbLk1hu97r5ba33HtVVSUSiViWG1cTYJdj6XWd3ublIhqviD68ib9L7wsh4oln7mg0aqWP3mr/reTxSPcsW26/rtc3S/tj6TaW68tbPR4mJu8FgVrniK7r6Lq+aE6zEuffegl6cNj4rGtxzMHBdohxxbm/O4BtPdEc7El/fz8/+9nP2L17Nzt27FiTNkhApiSxKQfu+wWN/os6E10m7/YaVJ1MUlCvUNi0Mub8Pp+PzZs3c++999LV1cW5c+esSIb0FX3xtVw1T5fLRWZmJtnZ2RQUFFBeXk5FRQUVFRWUlpaSl5dHIBCwIsjSJ3erLYZdi6ysLLZu3cp9991Hf38/g4ODeDweksmkLa0NbpdUKmWZfvf39/PKK6+wefNmqwKimHjerEAWSULfNEwMGbh0k+oqKK5SkLzvH+fSLJOPbJMY6HPR2qMzMJDi5UMpSqtl8ushqsgkoiZB0yAjU0bJUpC1lT8XZFlmy5Yt3H///XR3dzMzM2OlT11LEF4uTVKQ7l0krpGcnBwqKiooKSmhrKzMSmMVEWMi+nqpIf/VPvtWSY8ek2WZ5uZmHnjgAZ5++ulb3uZGRlz36efBUp+qpa+v9t4beb3c9pa+d7mKhzfLrUbf3szfpY8rIgsi/fVS4WW1+u9Gtif8yNL79Wa5nYjmm/5bafH4KPp0aZTzSvSfg4MdcMQxBwcHBwcHG5BMJnnttdd45plnLEP4tUACilSJ7dtlOv69ysG/1umPmHReNtnaY5BdDa7bLMAsHrTz8vLYuXMn7e3t9PT0LKpIJiJZ0ic6pmmSn59vmYaXl5dTXl5OWVkZ5eXlFBYWkpGRgdfrtfxQrrUCf6ejOcUkTlEUKioq2LNnD+3t7Vy+fBnTNPF4PItsGTYSwkNIlmVOnjxJXV0dxcXFNDU1XSFW3ggpA8bi0NtrEus18EVMyopk/NUKsictGgKJbaWwr1FmpFVjalTnTItB4PtJSptNRuISQ0M6lX54fJ9CxX43rlwZaYUjyER62IMPPkh7ezvDw8OcP38er9d7RbVWIVpdzTxcRNNrmkYoFLKugaqqKmpraykoKCA/P5+8vDyysrIsMex6Eferdj1IC2L4o48+ujrbd1g10g3Uhdm/naPgRds0TbNdxoYg3cYkfYyzZb+aiwVHu2XsODisNI445uDg4ODgYBMmJiZ4/vnneeCBB7j//vvXzJzfB1T74ImPaBQCWS6T3U0yxZUKsipxu2mVYpLvcrkoLy9n3759XLh4gddPvm5NEERJ+pycHIqKisjPz6ewsJDKykpKS0spKSmhtLSUrKws3G43Ho/HEl/SP2u5z7cDfr+f+vp69u/fz6VLl2hpabFMk+06qbsdhCl4IBBgdnaWI0eOUF9fbwk5Ny2OSTA0btDzTorZyzqVChTmyfhzZJAglTKJREwiEZifN6iSTXLcJlN+iZ5xk6mTOr5WAzSJeBKGsyWqCmTy6wy0LBlpFS49SZIoLCzk0UcftQSy6elpy2MovQ/E/03TtIQwTdPwer2UlZVZ5vn19fUUFhaSk5NDbm4u2dnZlm/Y9awSVvtasKLH3vuskpKSVf08h5VHVVVcLte68E8GrChMO0fgCoFbFOuye78ujcZzcNjIOOKYg4ODg4ODjThz5gw/+MEPqKqqory8fE3aIAG5isSBCtj1qy7cCvgDIK9ANE16FIwwAK6rq+O+e++jq7OLqakpiouLKSwspLS01EoRKyoqorS0lPz8fFwul/UlfJLWSgC4WdIjgQoKCti+fTv33nsv/f39hMNhvF6vZSK90RDCn8fj4dKlSxw7dozKykoyMzOtynQ3erwiBvTMwdCwjpYwyQxI5FUozMzA6JzB7KzB4IDBQJ9BX59Bd5dOb7dBdMZENyEShmzNZNcOmcbtGpu2qDTWyvgK5QXvsVVACFXbtm3jgQceoL+/n7feegtd11FVlUQiYYkQ6ed4Xl4etbW1bN68mU2bNlFVVUVubq6VUiwKVF1PDBNtuJMsTa90WF/ouk48HkeSFooiCVN3uyL8KDVNs7VAJny7hJAnfJXtiEjdFqnYG3FscnAQ2PdKdHBwcHBwuAuJRCI8++yz7N27l4997GNrZs6vAkFVIph1e9u6lreIEIqE/9gnPvEJVFWluLiYoqIi67vH47EmPEuLs1zRdpuJYcsh9lvTNLZs2cLevXu5dOkSL7/8Mm63G6/XSyQSWetmrjii8I+qqhiGweHDh2lqaqKwsJCamporoqeuRgpIytA/ZDAybRDDxJsv0TVq0vp8kr4hk74enf4+4/0IMBMygxK+DIWJORNzLEWhIvFQvcyjH1bxl6i4fNKKCMDL7vt75taSJOHz+Xj88cdpaWlheHiYzs5O3G43gUAAl8tFMBikpqaGzZs3U1dXR21trZUyLIpKCN8iu4lh18JObXG4cUShFGHMf6v+Y3cCUfV3dnbW1kKeJEmWj2Z6FUk79quIHBN+oHZso4PDSnHTSzivvPIKH/nIRyguLkaSJH784x8v+v1nPvOZRYO1JEl88IMfXPSeyclJfumXfomMjAwyMzP53Oc+Z5W/dXBwcHC4u3HGmQVz/h//+McMDQ2tdVNuifSUsPQv8btwOEx/fz+nT5/m6LGjvPjii5w7d47i4mI++MEP8rGPfYyHHnqI+vp6cnNzCQaDeL3eZYWxpefCeiMUCtHU1MT9999PRUUFiURi0b5uNHRdJxaL4fF4GB8f59ChQ7S3tzM5OQm873F0LRSgvcvgzTd1ZnpTJBMmp/sN/u5fEvzDPyQ48UqSgQEDzSVRWqbw6GMav/5bHv7wf/j4//z/fDR/3IO3SmVy2uTSKZ2ZAR0P5ooXqlx07qftkizLFBUV8cADD1BXV0dJSQlbtmzhE5/4BL/7u7/Ln//5n/Nnf/Zn/M7v/A6/8Au/wP33309DQwPl5eWEQiE0TVvkI5aOHa8HqziNPZoDOOPMjSD2W0SOpfvi2RVVVTFNk2AwaJvzfzlM07Qix5LJ5Fo35+q8F/EpIvLsLDg6OKwEN/3kFQ6H2bZtG7/2a7/Gxz72sWXf88EPfpDvfve71v/dbvei3//SL/0Sly9f5tChQySTST772c/yG7/xG3zve9+72eY4ODg4OGwwnHFmQUB47rnn2Lt3L7/xG79BZmbmWjfpuixXsUtMrlKpFGNjY0xMTDA+Ps7Q0BBdXV10dHTQ1tZGX18f4XCYD3zgA5SVldHY2Ggd0+Um+Xae9Nwo6d5rtbW17N69m7a2Njo7O9E0DY/Hs6Em2unE43ErZfDo0aM0NDRQUFBAdnb2DUWPSUB5UKLMK9EVUpGTKVwu8HklcvIkajYrbNokU9egsrlWQXOBpkloGszGoWNe4vKgi5lRnTMXDOpeSZFXLhOs0MB16+fWtUQ9wzBIJpNW9MXExARzc3M0NDTwoQ99iEcffRSXy4XH48Hn8+HxeK7rn3cjv3NYHmecuT6iYqUQ69Or/doVkUqZSqWuqKhoF0S1R5fLhaqqi6om2w5zoU9TqZQVlefgsJG5aXHsySef5Mknn7zme9xuN4WFhcv+rqWlhRdeeIG33nqL3bt3A/BXf/VXfOhDH+LP/uzPKC4uvtkmOTg4ODhsIJxxZoFYLMZPfvITPvShD5GRkWE7v55riWGwUFxgbGyM8fFxxsfH6e3t5dKlS7S3t9PV1cX4+DiKoqAoilWx791332Xbtm1UVFSwefNmy09MbHujoqoqjY2N7Nu3j0uXLnH69GmCwSCpVIpYLLbWzVtxRHplKBRClmWef/55tm3bRl5eHiUlJTckkJXmwsceVkhEVLwxmbpymdpamcYmFV9AQlVBUUBVF28jUzH5QJNES5fC610qfWeTvPGGTtMunYZ8BVSJGw0hu5YYJiJCxFc0GqWlpYWLFy9y8eJFLly4QHd3N7m5ufze7/0ePp/vinvaek4dXopkp7AxnHHmRpAkCbfbjaIopFKpdXHepUee2m3MFCiKgtvtRpIkdF1fF/0K6/O+4+Bws6xKzP6xY8fIz88nKyuLRx55hD/5kz+xStKfPHmSzMxMayABeOyxx5BlmTfeeIOf//mfv2J78Xh8USjv7OzsajTbwcHBwWGdcLeMM6+//jr/+3//b7761a+SnZ29pm25mhgmvs/MzFiC2OjoKIODg3R2dtLe3s6lS5fo7e1FVVXry+fzWabEqVQKt9vN8PAwr7zyClu2bKG4uJiMjIw12dc7Rbo5f2FhIdu3b+fAgQO0t7cTjUbxer3E4/ENaYAshD+fz0dHRwcHDx6koqKC3NzcGzLnl2WJAztkttW6cGkSmgqyvPAFElf7U1mSyA+a7G9WaO9yMTZqcOaizhuv6pRsNQj5lWuajlzrWOi6bhUdSCaT9Pf3c+bMGc6ePcv58+cZGBhgbm6OSCRCKpUCYGxsjKNHj7J582ays7OttKUNGS1pM4Hseqz0OAP2HWuuRjwexzAMFEUhkUjYPq1OVHV1u92Ew+G1bs6ymKa56DxYL4b8IpV7I45HDg6CFb8ShVdIVVUVnZ2d/P7v/z5PPvkkJ0+eRFEUhoeHyc/PX9wIVSU7O5vh4eFlt/n1r3+dP/zDP1zppjo4ODg4rEPupnHGMAx+8IMf8Pjjj/P444/f0YnJcmKYQPjPjI+PMzIywvj4OMPDw7S2ttLR0WEJYsJ0XlVVQqEQAIlEgmg0aoligkAggKZpvPXWWzQ1NVFeXs7OnTstUcCuZsW3S3p6ZVNTE93d3Vy6dImDBw/icrnw+Xy2neTdDqZpEolErInsc889x44dO8jPz6e2tvaGosdUWSIUXHh9M+dGwA0P1UoYH1aJ7vLSVCDR2KQQyFh+G1ebDIrosEQiQSKRYHp6mosXL3Lu3DlOnTpFa2sr09PTRCIRotEo0WgUSZKsiMlAIIAkSfzsZz9jx44d5OTkUFlZaX3eRjzf1wurMc6Afcea5TBNE0VR8Pv9JJNJgsHgDRfNWCtE6vL4+Dg+n2+tm3NVVFW10nQ9Ho+t+1Wk1yYSCct/zsFho7Li4tgv/MIvWK+3bt1Kc3MzNTU1HDt2jEcfffSWtvmVr3yFp556yvr/7OwsZWVlt91WBwcHB4f1x902zgwNDfEP//AP7N+/n6ysrBV/MF1u4r9cVUld15mZmWFsbIzh4WFGRkbo6emhpaXFEsWmp6dxuVxomkYgEEBVVUs4iEQiJBKJq7YjHo/j9XqJRqOcOHGC5uZmq1pl+qRhIz+Y+3w+mpubeeCBB+js7KSvrw+/3088Hl8kJG4UDMMgGo2SlZXF1NQUzz33HPX19eTk5JCdnY1hGMuazgsWfnzz54MkSRRmmHx6v8zSMDETYEmF1fTPT48Mi0aj9PT08O6773Lu3DkuXLhAf38/sVjMEsN0XUeWZWRZtibDovpbJBIhGAwyOzvLCy+8QH19PZmZmYRCIQzTRGZjn+92ZjXGGbD3WLMUkZYYDodRFIW5uTkCgcAat+raiAWkvLw8W1f8NQyDWCxmpZiLSqB2JN2M3+PxbMhUfwcHwarHcFZXV5Obm0tHRwePPvoohYWFjI6OLnpPKpVicnLyqnn9brf7ChNMBwcHBwcHuDvGme9///s88sgjfOYzn0HTtNuaMN+IGCaIx+OWEDY8PEx/f/+iyLChoSFM08TtduNyucjLy7PEsLm5Oasa142QTCaJRCK43W7effddjhw5QllZGYWFhVYqx0YVCtLTK+vr6+nv72f//v20tbXhcrnwer3Mzc2tcStXh1gsRiQSwe/3c/ToUZqbmykoKLDS11Yjiup6XmHpnyUiJpLJJPF4nJGREc6fP78oOiwWi1lfQgAW0WGaplkG3Mlk0jIMh4X7kph0Hjp0iObmZvLz8xcKcJimJdRt1PN+PbES4wzYf6xJRxixZ2RkLKpUaOfzUSwiRKNR25rHi/uBx+OxIqvBvv2afg9Mv385OGxEVl0cGxgYYGJigqKiIgD279/P9PQ077zzDrt27QLgpZdewjAM9u7du9rNcXBwcHDYYNwt48w//uM/8pGPfOSaE6/luFZK2NLXpmkyOjrK5cuXGR0dZXh4mO7ubisyrLu7m7m5OavSYCgUskrSR6NRpqenb+vhORaL4fF48Pv9nDhxgp07d1JSUsKmTZus9tl1AnG7pAtkzc3NVr+/++67BINBksnkhl2xj0QiZGVl4fP5eP7559mxYwe5ubmUlpau2DG/UUHMNE1L6IrH44TDYc6ePcuFCxc4f/48Z86cYW5ujng8br1PRLgpimIJCIZhWBXzrvbZInokIyMDXdd58cUX2blzJ9nZ2eTn52/o8329cbeMM+nIsozX60WW5WtG/doJcb1JkmR7Q35g3UQEi3RwB4eNzk2LY/Pz83R0dFj/7+7u5vTp02RnZ5Odnc0f/uEf8vGPf5zCwkI6Ozv5vd/7PTZt2sQTTzwBLKyIfvCDH+TXf/3X+du//VuSySRf/OIX+YVf+IUNUdnFwcHBweH2cMaZ5Tl+/Dh/8Rd/wde+9jU8Hs9VJ803EhkmJhCmaTI5Ocno6KglivX399Pd3U1nZydtbW0MDw+jaZqVLpmVlUUqlbJSJZPJ5IoZ9Oq6TiQSIRAIcPnyZQ4dOkRNTQ1FRUVWOs+aCwZiV1ehCUIgKywsZMeOHbS3t1vm/B6Ph0QiYdtoiNtBRA36fD66u7t54YUXqKysJCcnB6/Xe8vRY9cThiVJsiK60lMhOzs7OXPmDOfPn+fChQuMjIwQjUYtE+1EImGZU6uqam0nXRC7UVKplHV8W1tbefHFFykvLycUCuF2ux3/sVXCGWduDCH+KopCMpm8oWIZa4kw5He5XLZNq7yaIb9d+zX9PucY8jtsdG5aHHv77bd5+OGHrf+LvPlf/dVf5W/+5m84e/Ys/+f//B+mp6cpLi7mAx/4AH/8x3+8KIT4n/7pn/jiF7/Io48+iizLfPzjH+cv//IvV2B3HBwcHBzWO844c3X+8R//kQ984AM88sgj1s+uJ4YJEUxM3sPhMCMjI1y+fNn63t7eTm9vLz09PXR1dSFJkpXuIbyfEokE4XB41QWaaDSKpml4vV5effVVmpubKSkpYdu2bYuiq+7UJGKh/xZsqCQTTAN0HTBBUUB2LbxGunUPrOXYunUrPT09tLe38+KLL1rplRvRnB8WfI3EcT98+LBlzr9p06YbLspwvegw8V3XdWKxGOFwmHA4zPDwMBcvXqSlpYVz587R3d3N/Py8NYEVJtSKoiBJkmWgfSPRYddDRI9pmgZg7buInLP2nVXRY+9anHHmxlAUBa/Xi67r+P3+tW7OdUmlUqRSKaampmzt45WepmrrNFvpfUP+VCrlGPI7bHhuWhx76KGHrvkAcPDgwetuIzs7m+9973s3+9EODg4ODncBzjhzdYaGhvjbv/1bdu3aZVV/hPdFA9Fv4mFW13Xi8TgTExMMDw8zNDTE0NCQJYL19vbS19dnVQ1UFIVgMIgkSZbH0vz8/B1P/RAm7eFwmMOHD1NfX09eXh6lpaWWMHcnHtAXUkZhfs5kdtYkNWMQmTQZGjJQ4wbFeTK52zRUTDKLZCRFQr5NwwpxHL1eL9u3b6evr88SyXw+n+X9stEQ1SuzsrKYn5/nhRdeYMuWLWRlZZGbm2ulLi79m2ttT3wXqZJzc3PMz88zNTVFZ2cnFy5c4NKlS7S1tTE2NmZFhYn0VUmSkCRpUaqkiDRbyegJwzCIx+P4/X4mJiY4dOgQmzdvJiMjY5E5P86kdMVwxpnrI+6x0WgURVEIh8P4/X5biyNCZM7OziYaja5xa66OWHASUWRut9ue/Wq+75+oqqpjyO+w4Vl1zzEHBwcHBweHleOHP/whDz/8MJ///OcXiQVCNEmlUszNzTE0NMTg4CCDg4OWCDYwMEBvby9TU1NWJIyqqmRkZJBMJq0KfKlUak1TJ5LJJOFwGI/Hw+nTpzl48CAlJSXk5eVZaT2rmYKiGybhCExOGAz2GbRd0mlr0+nu0GlvS2HOQa5fIjMHcrQoW6plnvhFjfwilawtKrIqsRJxPrW1tezatYu2tja6u7tJpVK43e41Pz6rhYhOdLlcvPHGGxw6dIji4mIyMzOttKOrkS6GCQFrZmaGubk5pqen6e/vp62tjba2NlpaWujv71+UJqnruiWGiQgxERGWTCZXNVpSTJBVVUWWZV599VUaGxutdGJFURxzfoc7jhCDfT4fsixbwpOdEQsHIh3Ujoh7ldvtRlVV23t56bpumfE7hvwOGx1HHHNwcHBwcFhnfPvb3+ahhx6ioqLCinQZHh5mYGCAoaEh+vv76enpYWBgwEqfTCQS1oO4z+ez0k+Eb5jdJhLCnD8QCPDKK6/Q3NxMYWEhW7ZssaKrVkMoSOkmQ+Mmx99I8drRJK3vJhkaMFBkyMiUyC5SMCphPiJxedzEjOq81KHT0mPwSH2S+z7voWSLCpp8y5E+6VGATU1N7N27l46ODt58802r2t1GXL0XEV4ulwtVVTl27Bjbtm0jNzeXkpIS63iL/kn/0nWdmZkZJicnmZ6eZnx8nIsXL9LV1UVnZyft7e2Ew2HLL09EfwkfHSG+iajLO309CIHM7/cTi8V4+eWXaWpqsiLnFjJ2HWHM4c4h0uuBm/bSW2sURbHtAoK434h7jV3bKRD3SFmWHXHeYcPjiGMODg4ODg7rjHfffZc//dM/5VOf+hTj4+OWX1i6j9jc3JyVDiHLMm6324oOWw8l2XVdJxwOEwwGmZiY4LnnnqOmpob8/HxycnKAlTfnN0yYjMLLZwz+9QdJhlqS5Giws1mlpk6htlEhf5NC2Ccz1m9w+rRB17kkHadTnOgyGWvXmZHifPq3IVCmgef225abm8vu3butaqFjY2O4XK51cQxvBZEK7PV66e/v5+DBg1RVVZGZmUkgELCiuXRdZ35+nsnJScbHxxkfH7cKGHR3d9PT08Pk5KR1vqdSKXRdt6Itxfd0MWwtJ6mmaVqePm63m9bWVo4ePUplZSWBYBDve/5JdjXtdtiYJJNJK5LyRr3/1hIx3gmh246IaNSl92+79mt65U+xGOHgsFFxxDEHBwcHB4d1yE9+8hP6+/tJpVIMDQ0xPj5uTWCET5LwMhJmuuvtoVYYlfv9fk6dOsXLL79MSUkJgUBgVSr5GSbM6TAeBUZNdgYlHn1c5Z7HXJQ2qrj9EkkWDPldWxXO7YGzbSp//3cJ+s4m6RpP8fLRFE3bZQ58Uga3tCLRPps2bWLPnj10dnZy+PBhTNPE7XYTjUbX3TFdSvo5K76SyaQVyfXmm2+ybds2CgoKKC4uZnp6mpGREUZHR62qqn19fXR1dTEyMkI8HreiIlOp1KLtimgSIYTZbfIsfIg0TSMajXLy5Emam5vJz8+nqKjIEikcc36HO4UsyyiKYlWstDviuk4kEld4FNoJEYklXtsW6cqiPnYU8BwcVgpHHHNwcHBwcFiHzM/P89prr5GdnY2u69bEPz1Kxm6T/1shGo1aVccOHjzIli1byMvLo6amZsXN+RUJsr0SzXUyoU+4KIsbbLtPIbtGQfUuvEcDtPfmiA15kJ+nMDGp8e0Jk/C8zvi8yYWjKRoe0cgM3rqMkZ466vV62blzpxUheP78+UWRgOuJdLEqfVIoPL7SJ41+vx9VVbl48SLFxcXMz89z8eJFxsbGGBgYYGBgwCoYIQTg9HNBTOrtKoYtR3rk3MDAAC+99BLV1dWEQiGCweCCMGaaToqlwx1BVGRVVdUSre0sjoi2eb1e4vH4GrdmedIFekmSrPHblv1qvt+nIh10I0YsOzgIHHHMwcHBwcFhnZJKpaxKYpFIZF1Gh12PVCrF/Pw8gUCA/v5+XnjhBaqqqsjJySEUCq2oOb8kQYYKO0plGj6ikaWZeDIk0JbftgaEgH17FF57TeVUd4qJRIrZsMnskEGoXEJagWALWZYpLi5m9+7dtLa2MjAwQDgcxu12214EXSqGpfupCVRVtfzw/H4/5eXllJWVUVFRQUVFBVlZWSQSCV5++WWOHTtm+R8lEgkrkiH9HBATz/WYAiQEbjEJfeedd2hoaKCsrAyPx4OqaQsnqk1TsBw2DqZpoiiKVQRlPUSOCQ+vO11h+WZIL4azdJHAjqSnntt5rHFwWAkccczBwcHBwWEdI0QS4bOyERHm/H6/n7feeovm5mZKSkpoaGiwIuZWLHpMhkwvGG4JWZbgOvMWD+DVIL8cXAq4TJBlCW+2fNu5b+lCkqqq1NXVsXfvXjo7O3njjTesiavdzPmFCLZUDBNilRDDNE3D5XJRVlZGVVWV9b2yspL8/Hzy8vLIzc1FURT6+voYHByko6ODjo4OK8Is3dR6PYphyyGqbXq9XiYnJ3n11VdpaGggJyeHrOxsx5zf4Y4grl1RvCKVSuFyuda6WddEpIFqmmbrCKf0Krh2F5yEmGfb6DYHhxXEEcccHBwcHBzWMWIiLSr82XnF/FYxTZP5+XlCoRDRaJTnn3+eLVu2WFUMVzJ6DECWF75uhGgC5uZguEfH7TKoKoKt+1RCuQrSCgQEpEdFZWZmsnv3btrb2y2xyA7m/OlC2FLjZtM0kWUZTdPQNA23201hYSGVlZVUVVWxefNmqqqqyMvLIysri+zsbPx+/6JtSpJEWVkZ+/fvp62tjbGxMWZnZ5Fl2faRc7eCmDiLSf6FCxc4fvw4lZWV+P1+K83YrgbeDhsHIWYLn0PxM7ued+KeMz8/j6rad5qbHokn2mnnfgXWrXepg8PNYN+7hoODg4ODg8MNoes6uq5bq+Ub8eE1mUwSjUYJBAL09PRw7NgxqqurycjIIBAIrLg5//WYnTPp6zd4s1XnleNJeo4nKfbD/vtV6p90oWUqpJKgaitnn64oCuXl5ezdu5euri6mp6eJxWJ33Jw/PU0yPTpMVJEEcLlc1lcoFKK6uprNmzezadMmyzcuMzOTrKwsAoHAoqiE5dKMvF4vW7ZsYe/evfT09HD27Fl0XUdVVRKJxB3Z7zuJEL01TSMcDvPGG2/Q3NxMYWEhhYWFyIqC7JjzO6wi6QUy4P3KlXZGRBJ7vV7bLxQJoSm9iq7tkBbf71VV3XCLEQ4O6TjimIODg4ODwzpHRJp4PB7LOHkjEo1GreiFw4cPU1dXR35+PrW1tStuzr8Uw4C5OZO5WZOxeYOOywZnXk7x7jmdwb4UuR6TTeUyuiHx0jMJcl9LUV4rU1wu481W8GTe+qQyPXosEAiwY8cOOjs7aW9v5+LFi7hcLhRFWdXJoBDC0tMZ0yuYiagwl8uF3++nuLiYLVu2UFdXR2NjIyUlJZapfDAYRNM061iJydfV9l18z8/PZ9++fXR2dtLb28vY2Bgul8vyINtopFIpEokEbreb1tZWDh8+TEVFBdnZ2Xi9Xsec32FVESnLYlxJvxbtirgP2LkAh2ibSC8X2LJfTSwBT9zzHRw2Mo445uDg4ODgsAEQVcVE9JhdJwa3g2EYhMNhQqEQc3NzHDlyhPr6erKzs8nJyQFWLzVFkqD/ssmx40laTidpb9eZuGwSCZvoOoy54bUZg7e7QY2B2zBQfRL31krs26uy/yEX3hIVArcXISDLMrm5uZY5/+joKLOzs3g8HiKRyIoddxEpoCiK5WcnJsupVApFUXC73ZYglpmZSWNjI3V1dTQ0NFBbW0soFCIQCBAIBCxfvOtNsK917DRNo7Kykj179tDW1sbJkydJJpO43W5isdiGm7iZpkkikbCEiXfeeYft27dTXl5OVVUViqo65vwOq4YkSbjdbitdfz2cY+n+g3aNxpJl2bof6rpu+36901HZDg5riSOOOTg4ODg4bBCSyaTl72TXMva3SyKRIBaL4XK5OHv2LCdOnKC8vJyMjIxF0Q0rTVSCSRVe64GBHhMtDoWFEsGgSu0WmYatMlqRzPlug7ZWg65zBhN9KfqPGbx2Mckv9+s8+KSb3F1uVM/NtzHd2N7j8VBbW8uePXtobW3l1KlTVvWz20kxFEKYELFEVJiYGAsxzOPx4PF42LJlC1u3bqWuro76+noKCgrw+Xx4vV68Xu8Vnj/XOjY3etwyMzPZtm0bra2tdHZ20t/fj6ZpJJNJ26dR3QqiKqfX62VkZISXX36Z+vp68vPzycjIWHiTM2l1WCXi8bglNAlvSzujaRqqquJ2u4lEImvdnGUxTZN4PG6N0SI93K6IdEoxNmy0RQgHh3TseyU6ODg4ODg43BSiopiYIGxEscA0TcLhsLV/hw4dorGxkby8PIqLi1dtlVsDNldJfPKjKgP1EmVBaKiTKSxS0FRQVEgBTx6AkQS8ft7g6Ns65/8tTle3zr8d0lGSce4NShQ1ayw4Rd1cG9PTK7Ozs63osb6+PsbGxnC73TeVYigiw0SUmIgOE9vQNM0ygPd6vVRVVdHQ0EB9fT3btm2jrKzMEso8Hs+iVMnrRfDd6vGRZZmKigr27t1rRc4lEglcLteG9NsTKdMiBeutt95i69atlJWVsXXrVssDyu5m3g7rD2Ea7/P50HUdv99v/dyu51oqlULXdSYmJvB6vWvdnKsiBDzA9oUORMRwMpkkHo/bso0ODiuFI445ODg4ODhsIMQqtKqqG1IsgIV9jMViBINBhoaGOHHiBJs2bSIYDK6aOb8K5CsSH9kpY+6QkVioaClJQrRaENCQoNJlUnCPTEGlzE9TJs/+eZyucZOTJ3XyChMECmWC+bf3CKZpGqWlpezdu5f29nZOnDiBruu4XC5isdiyf5Nuoi9EFREdJqIOhRDm9XrJy8ujqamJrVu30tTURF1dHX6/H5fLZaVTXk0MW9r3K3ksRNTanj176OzstHzXksnkhvTbE9FjbrebRCLB8ePH2b59O4WFhRQUFCx4j4l01bVtqsMGQqQlhsNhZFkmHA5bApld0TQNgJycHKLR6Bq35uoYhmGlgsfjcUsgsx3SQkSxoii4XC48Hs9VxxcHh42AI445ODg4ODhsIESkyZ0waV9LRGqlYRiW91hxcTGBQMB6z0quxEuADKBIywoQiz5GkvAo0FhoMvXzGj2ndC4cNbgwbbK9W6du2CSQd2vZcOnpldnZ2Wzfvp22tjbOnz/P0NAQLpeLRCJhRY+lp0oKjxshtpimidvttlIhRVXJ5uZmtm/fzvbt28nJycHlcqFpGi6Xy5ow30kxbLk+ENFj7e3ttLe3WxPMjSiOwUJEjDjn33nnHQ4ePEhZWRl5eXkL3mMAjjm/wwoi/AVFyroQnuwcOSTGu1gsZlvfTbEgIaJtxUKFLfvVxIoaSyaTVjViB4eNiiOOOTg4ODg4bDDSKwiK1xsNsfIeDAaZm5vj+PHjNDQ0EAqFCIVCwMpPNm5ma5IEmYZEUQBq7lPpejfFRNxkdN5EGk9hhlWkwO23Lz8/n127dnHx4kVefPFFUqkUwWDQSn8RlcZEqqSqqot8wfLy8ti1axfNzc1s27aNmpoaa9Im0nMF6VGId1IMWw5Jkti0aRO7d+/m0qVLvPnmm6iqumEjG4Q5v4jeOHHiBPv27aO4uJjKyspFopgtJ9kO6w5ZlvF6vSiKcltehncSUVFRRMnaEUVR8Hg8AOtm8UqSJEvEc3DYyDjimIODg4ODwwZjafSYqN610UgkEiQSCRRF4cyZM7zxxhtUVlYSCAQsUWctfVwkTNwxmBo3MX0m5pTJjCET8chI2m1sNy16LBAIWOb858+fp7Oz0/IPi8fjyLKMz+fD4/Hg8/nw+/00NTWxY8cOmpqarGqf6WLY1SaVay2ILSUnJ4ft27fT0tJCe3s7ExMTVurhRhSERTqxz+djaGiIgwcPsmnTJvLz8/HZPN3NYX0SjUatVH0xptjVGwuwolzdbjfhcHitm7MspmkSjUYtEV/0r1371THkd7ibcMQxBwcHBweHDYgw0VUUxXq90TAMg0gkQiAQYGpqimPHjlFfX09OTg45OTnWZGNNJh2mSSIBPX06E90pYtMGhX6oLZUIZMoYssTNrMMvNyERPysqKmLnzp1cvHiRoaEh4vG4lQ7p9/vZvHkzDQ0NNDQ0sG3bNoqLiy0hLD2tZznsOFkTSJJkeY+1t7fz4osvYpomHo/HtpXqbgcRPSYm/y+//DI7d+6kqKiIhoYG6z1Iy6f+OjjcDKZpoqoqfr+fZDK5yM/RriQSCVKpFOPj4/h8vrVuzlXRNM2KHrOt3xiA9P6zRCKRcAz5HTY8jjjm4ODg4OCwQUk35xfpJhuNVCpFMpnE7XbT1dXFG2+8QXV1tRUtBSsr8Ji8J0DoIKUHWKV9RDIJ0RicOK/z4x8nuHQmSVAx2ZIBlQUKvgIF5TqRY9c6VukFB0zTRJZlCgoK2L59O52dnUQiEfbt22dVlty8eTMul8s6F4R30HKst4mP1+ulubmZ9vZ2urq6aGtrw+PxWJPkjYZhGMTjcTIyMohEIhw8eJCmpiZyc3PJz8/HBLBpBIrD+iLdkF9RFObn5/H7/bY+t1wuFwC5ubnrzpDflv1qOob8DncXjjjm4ODg4OCwQRFVCDVNs8zYNxqmaRKLxVBVlcnJSY4dO0ZtbS3FxcV4PJ4Vjx5LAeEYzLbrKG4wJdAkEy0oY6oSs7MGb7+pc/5cilPvpmi7pOP3wc5tMh/+sMbWx934cpaP1LoRQQzeF0jC4TDhcJjJyUkuXbrEyMgIn/zkJ3niiSfIzMxEURRLELvRVMn1yObNm9m7dy8dHR10dnaSTCbxer3Mz89vSEE4mUwSjUZxu9288cYbPP/88xQVFZGTk/N+GjUb49g6rB0iYsjn86EoyjVFdbuwHgz5hc2Bx+NBVVXbe3kJQ/5UKrUhnyEcHNJxxDEHBwcHB4cNjIgeE+b8G1EsECkfXq+XwcFBTp48yebNmwkEAvj9/hVNqzSACa/Ea30mL303jmcmQXmdSliW6Bkxab2oMz1t4nKBxytRUCBRvUnm8Q9qNO3T8GctFqmudjzSfeJM0ySVSjE3N2d9DQ4Ocv78eVpbW2ltbaW3txfTNPnUpz7Ftm3byM/Pt6IolrIRRZOmpibuueceOjo6ePPNN/F4PHg8HltHj9wqItrE5XLh8/k4fPgwu3btIj8/3zLnt6t/kcPypPsI2gVZlq2IplQqZbv2LYdoo529sWRZRtM0q1jKekAUOBD3FDuerw4OK8G6FsfEhWq3i3O5hxG7tVGwtF12re5ytQc8u/ZrOpIk2bJfRbuWw679urRSmh2vf3Gc0/s2PXLFweFOs9ScX9f1DXcuCrFA0zRSqRRvvfUW9fX1lJWVUVFRsaLm/G7AD4QaFGY8Cue7VF56Rl8Qw/zgCkhU5kpUVynUNyhs3ymzbbtKVrYMyNcsjiAiHcSkaW5ujtnZWWZmZpicnOTixYuW+XxPTw8zMzPE43GrCmUikeDEiRM0NDRQUlJCQUHBonv9RhZL8vLy2LNnDx0dHXR1dTE+Po7L5SKRSKybCejNoOs60WgUv9/P5cuX+elPf0pVVRU5OTlkhELw3nm2kY/5RmK1C6fcyjOILMskEgnreSv9/mRXRAqgLMukUqkbeva+k89n4npMJpMkk0kA2/erLMuLotuWPn/bNULPweFWWNfimEgTsdvNJN0LZD1ix7DppYObnYWGpcffMAxrlciOLO1HOz5Mizalt0tMBu2GaKNdz0+HuxNd160Iso0cPZZeye/VV1+ltraWnJwcQqEQ8P7Ycbv3uBzgnmoZ7bddvPqKwuCFFKWlkFclk1UgU5ojkR+UCAYlsrIkfH6JhS6/8n5rmiaGYVjFBSYnJ5mammJ6eprW1la6urro6uqivb2dsbExEokEyWTSqsgoJiqyLOP1emltbeX48eNUV1eTmZlp+a6Jz7Pb/X0lqaurY+/evXR1dXHo0CEMw7DM+TfaOS/M+V0uF16vl1dffZUdO3ZQWFhIfX29Vf3OMedfH4jnmWsJDenPvld7fb2/TX9Gud7zihCaNE1D13VcLpf1TLvcNq71+lrtFs934n52M9tLF+1gYRxIpVJEIhHLZ/F6ouOt9uut/p0Q74TgZF2r77F0f9P38Ub68mb670aOhxifhE2DJElWmzfiwoPD3Y39ZpY3gfDQsNsDj7gBCZPgVCpl64dRseoM75frtRsilFekloiVYLv2q2hnetSY3SLH4P2w8/QqNHacPJmYSEhWxIvL5SKZTNryXIUFg2hZlkkmk7bt03QkSVo6Z3fYgKRSKdxutxVhtBFJJpPouo4sy5w9e5bXX3+d8vJympqarPvFSlyLGlAE5O5SaK6W0SSVnByJCJBKgmqA3wVLP2qpGBaLxZiammJiYoKxsTF6enro6Oigu7ub3t5eBgYGiMfjpFIp65lCjCuSJFnRJiKKSPz/tddeo6GhgcLCQmpra9f9ot2N4vV62b17N93d3fT19XHmzBn8fj+apm3Ic16cQxkZGUSjUX72s59RV1dHdnY2paWlGKZpG3P+1YyK2ghkZ2czPz9PMBjENE0ikQh+v9+69j0eD/F4HFmWcblclvijKApzc3MEAgFkWWZmZoaMjAwA5ufnrQqT0WgUn89n+UcJY3WROhkOh3G73YuM91VVtT5blmWmpqYscczr9RIOhy1Pw1gshsvlsiKVPR6PdT/2+XxEo1FM0yQjI4PZ2VkAAoEA8/PzSJJkpUALn0SRNiy25/P5iMfj6LqO3++3BG+/3084HAbA5/MxNTVFKpUiKysLl8tFLBYjHo9bfy9JEi6Xi2g0aoln8/Pz+Hw+ZFlmdnaWYDAIwOzsLBkZGZimSTgcJhAIWPdhr9dr3VPcbvcVx8Pv96MoyqLjMTc3RzAYtMQut9tNKpVicnLS+r8QvcX2l/Zf+v6K17Is4/P5mJ+ft8TMWCxmLcqLgjXCM+xGjofX6yUSiVhtjUQiaJpGZmYmqqpa1YDF3zo4bBQkcx2OVLOzs4RCIb74xS9aNxI7oWkaY2Nj7Nq1i2g0itfrtW3IqaIo1o2tq6uLUChky1UA8WAXjUbZtGkTgDVo2g3hzTA1NcXMzAyGYVjeAnZDlmXmw/NkhjLJzc1F0zRbPERfgQQSEslkkqmpKWZnZ69YabMjxcXFltmqHdsqSRKJRIKcnBzuO7CPTbV1ix7k7mbEOLPR0DQNTdOsScZGRNM0/H4/yWSSrVu38p/+03/iySefJD8/f1GK+4pWsLzG9Z2+6p5KpZiZmWF4eJjR0VF6e3vp6uqir6/PEsRisZg1IRYLAkvbKqL/lgoObrcbv99PNBrl3nvv5Td/8zd55JFHCIVCVgSCLe/xK8yJEyf43ve+xw9+8AMikQiqqhIOhzfkOS8msh6Ph7m5OT760Y/yhS98gV27duHz+TAB+Ro2CqvFctfE7OwsmZmZzjiThhhrnnrqKUsgAaxCKnBlxKckSdYCsSRJxGIx3G43sixb6eXp0UZLAwl0XUdRFMu8XtM0ksmkFc2U/nfi8ysrK5mfn7eevVwulyU2iW0tF4lmmqYVeWYYxiJhRgh+4rOWzpXE5xuGgcvlsu6JbrebZDKJYRiL0lGF0JVIJJiamrLmX6lUyop6M01z0TPZ0gitZDKJoihWv4rI25s5HkLYu97x0DSN3NxcK/1TRJIJGwQR8S3auzSyTvSJ6MtYLGZFdYmFlFs5Hkv7SNd1pqamiEQiSJJknS/Hjx/n7NmzG3LhwWFjcCtjjT3DLm6Qr3zlKwQCgbVuxrIoisLf/u3f8uUvf5mSkhLm5+fXuklXIEkSgUCAmZkZvve97/Hbv/3bVv67HZEkif7+fr761a/y7LPPEgwGbdle8eBwzz338I1vfIOqqirbiqNIYBom3/nOd/jzP/9zZmdnbRnhJtB1nW9+85t85CMfsXV1H0mSiEaj/OIv/iJvvfWWbYU88RDX1NjInt0717o5DneAVCplrSxv1PRKsbLvdrvp7Ozktddeo7q6moyMDLxe74pFcl6t78QkRkxsYrEYQ0NDDA4OMjQ0RE9PD11dXQwMDNDb28v09LQVYSEmq4L0yU26IHY1EokEbrcbr9fLmTNneO211ygvL6e5udm6D90N4lhTUxN79+6lu7ubV155BUmSrOiOjYZpLjbnP3HiBDt27KCgoICamhrk9ya5q33cr3dezs/PMzw8vKptWM989rOfpaioiNnZWRRFwePxMD8/j8vlQtM0wuEwfr8fXdeJx+MEAgGi0Si6rhMMBq3KrKFQiOnpaSRJIjMzk6mpKVRVtZ73NU1DVVWi0SgejwfDMEgkEvj9fmKxGLquEwqFmJmZARYi2gYGBnjuuef4i7/4C7Kzs4nFYlaUWyKRIJVK4fP5iEQiKIqC2+1mdnYWr9eLqqpWBBYsTFYzMzMxTdMSBnVdZ35+nlAoRDweJ5lMWvsnItvm5+fxeDxWZFYwGESSJCYnJ8nOzraeu4qKivjSl77EY489ZkU7aZp2xf6m919WVhbT09OL+k+WZYLBoPVc7PP5mJubu+J4iOjN9P4LBAKEw2ErMmtmZuaK4+Hz+Thz5gz/9//+X1566SUCgYB1fxKRgSLSe3p62lqsm5ycJCcnB9M0rb7UdZ1wOExGRoblZSZELxGVl348RP9d7XgYhsHc3Jz1Wtd19u/fz+c//3lqamqstP5Tp05dMWY5OKx31rU45vf7rYvbTogHBLHCIMqt2xGxQuV2u/F4PFZVGrsh0up8Pp+V/x6NRq0VJzshHjzEw43P5wPsm84ivLvEA5cdUx/SDUzFQ4Vto9zeQ6y6hcNhS4iwG8JsN+k83Nw1iBQVkU5ixwWG28U0TWKxmJUS9Oqrr1JXV0dJSQnV1dXL+rDc6HavhliFFxFfw8PDDA4OMjAwQE9PD52dnZY4NjY2Zk3KRETZUo+aq0WG3UgbI5GIlWb34osvUldXR0FBAaWlpbe03+uRzMxMDhw4QFdXFz09PXR3d+PxeKyIh42GSHsKBoPMzMzwk5/8hNraWrKys8nLy1s1c/6rnZupVIpwOMzc3BwzMzNMTEzQ19dHa2vrin7+RqK0tJSMjAwyMzOBheeenJwc63Vubu41vaKysrKAhXE93WNRiFKSJC3rvXi17aVHThcVFVmiSjQaJRqNYhgGk5OTwNXvKVNTU9br6elp671CeDNNc9HPxWuAiYmJq/aVaZrWtk3TZG5uDkVR8Pv9zM7O4vF4yM7Otvrsan5c6fsr5pNL+0kcD1mWyc7OvuHjId4ry/KiYyqOh2EY5ObmWlFZYpFEbGNpe0WfAYsCLtJ/nt4n1zse6e8V2zAM44rjpGkaXq+XZDJJMBi0irz88z//M93d3bZ8tnVwuB3WtThmd8QNbrlQYTuQnl6y3M3YTiy1k003i7QTou9EyLTdRKblSG+nmCzbrV9VVV30gCO+7Hiupj90ifaJVUu7ISq52bEfHVYPEdGUnlqx0RARW4FAgKGhIY4fP26Z84tVcnGfvtr5f71USZHio+s6ExMT9PT00N/fT39/P21tbYyMjFhfs7OzVl+n37/S01ZuRQxbjlQqRTQaJRAI0NPTw0svvWSZ8wcCAcszaKNf9xUVFezbt4/u7m4mJiaIRCJ4PB4rDWkjIUTveDyO1+vl0qVLHDlyhIqKCgJ+vxUxiXR75vzXipaMRCLMzMxYYtjAwAB9fX309PTQ09PD5cuXmZubu41P39ikewmm/2zp6+v9HhYXsbrd7Yl7pSjokm7QfivX0a0+uy9dQFju9yIlVHyGML5P35/01zfSl9fr11v9O9GvgFVFWvTrrXC9/rnW3y0taCAQqapL5zSRaJTnnnuOwcHBW2qrg4OdWdfi2NJBxE4sXQG2q8/FcjdSu/ZpOulpK3ZjWX8pG56rpnBglxa+xMAnJnt2Qgi56f263IOJ3RDtteu5arVpg00UHa6P8FUR/mMbEVHVUVEUTp48SW1tLUVFRezatQu4cjHoWhMLcW8UkWGzs7OWT1hnZyetra2Mjo4yPj7O+Pi4ZQoNi6vPpd8TVkoMW454PG6lIB05coQtW7aQl5fH1q1bbb24sJJomsa+ffvo7e2lr6+PEydO4Pf7cbvdxGKxtW7eiiMiJoXH6XPPPUd9fT3Z2dkL9g7mzZvzX+vcFN6qorrq8PAw3d3ddHd309PTQ29vL+FwmFgsRiwW27Bp3CuFnec0ArGAasfnRMDyPVPSUont3KfiXizLsrXYYqfFKuGlli40msCLL77Iu+++66RUOmxI1rU45uDg4ODg4HDziEgTj8ezrNfVRsA0Fyq0ZWRkEIvFOHr0KA0NDRQVFVFSUnLdibqo6iYqJA8ODtLe3k5HRwcXL15kaGiIyclJJiYmmJiYsNL1lqbZiK90cWC1RQLDMAiHw4RCIcLhMC+88AL19fXk5+eTn5+/6gKZYZikEiAlTDQJ4jKkEiYul4TqlZDk1Z+wipSo/fv309HRQV9fH8PDw1bVto14zouqpX6/n4mJCZ5//nnq6urIysqyijKYXHtR6VrRYTMzM0xOTjI5Ocno6KglEAuRWFwH6f0rhBTDMDZkSuvdQHrauJ0RdgGiYrHdEQLjjfhJrhXCgF8sUCcTCY6+9BI9PT1r3TQHh1XBEcccHBwcHBzuQoRxvaZptp/03CrJZJJYLIbX66W9vZ2jR49SVVVFTk6O5bkpSPcMSyaTTE9P09rayqVLl2htbaW7u5vR0VHLHyYSiSyazAgLhaVi2FpNeBKJhGUUfeHCBY4cOUJZWRmZmZlWdNFKimOmCamUyfy8SXjeZPiyQW+bTm+HzoU2nbpy+OgHNSp3udGCdy6ao7a2ln379tHV1cXhw4etancilXUjIURv4Sv47rvv8vLLL1NSUoLf70dZpijDtfogEokwNjZmicBDQ0N0dHQs8tEThuxior80ynK1oyQdVh9VVdE0DY/HY1U2tBuSJFn3e1gY34T3sx0RopOiKLb2/zRN04rCNk2Tw4cPc+LECadCpcOGxRHHHBwcHBwc7lJE9Jjwn9tIiHTs9FSbI0eOsHXrVoqKitiyZYslJKRSKWKxGB0dHbS2ttLS0kJLSwtDQ0PMzs4yMzPD/Pw8qVRqkYeN8OIRgoDdUsdEQRBZlnn22WdpamoiPz+fmpqaFY0eM02IxkxOvZvirZNJzp1J0dmhEwlDIm4Si8Nor0RDAHICMqEmF4rnzkSPeTweDhw4QHt7Oz09PVy4cMEy599o5zy8b84vijKI456VlUVBQYEl3C533OPxOBMTE4yPjzM6Osro6KgVFdbd3U1vby+zs7NX/J0QwtJTw+x0HTjcHuIeNz4+bhXGshviXuZ2uzFNE6/Xu+jndiNdRA6Hw7aMdBPXsKIoVlrlW2+9RUtLyxq3zMFh9XDEMQcHBwcHh7sUES3lcrmsKI/1jCzLi76EEDA3N4fX62V6epoXX3yRqqoqPB4PkUiEs2fP0tLSwsWLF+ns7GRubo75+Xnm5uYsPzYhhKnvRd4IH0G7iwBCKMnKymJqaoqDBw8uVDHMyiIrK+u2zflNE8JJ6Bg1eeZgkuM/i3O5JUkyAYYBBQUye/ZplFQo6EGJcCaE45CRNDHdEndqzpqXl8e+ffvo7OxkZGSE6enpDXPOL0VMukXU4MDAAEePHqWmpoZAIIDf71/0XpEiOTY2xtDQEL29vVaqZEdHBxMTE5Z3kyzLKIpiCcriu+hDO18LDreOSFXMzc0lFovZ8jiL+1g8HkeSJKLRqCWQ2RFJkqzK9n6/35Y+iOK6FyLeSy+9xPPPP2/bKDcHh5XAEcccHBwcHBzuYhKJBKqq4nK5bPmAfi1ERJgQw4BF/kaqquJ2u/F4PGRkZBAMBnG5XAwMDHD27Fn+8i//kry8PJLJJFNTU1bKkJhoqapqbVN82XFieC1isZg1UTx8+DANDQ3k5+eTnZ19W9Fjpgkpw6RvyuTgCykOfy/OSE+S8gKJe+9Xuf8JF1vqVUIhGV2HeAp8HvC4QFZWYUevgjiOe/bsobOzk87OTo4fP47P59uQBSlECpzL5bKu6YMHD9LU1ERBQQGqqnL58mWGh4cZGRlhYGCAjo4OOjs76erqoq+vb5EQJlJQRTXMRCJhe1HYYWXRdd0Snq4WdbjWCAFH+I4pysJNxo5thQUhWQjLdq2gmx5l6nK5OHfuHKdPn17rZjk4rCqOOObg4ODg4HCXk0gk8Hq9tjcqFyvZ6YKYiOIS7RZimNfrxe/3U1dXR3NzM01NTWzfvp2srCzC4TBHjx6lsbGRd955h0AggGEYqKpqlbYX29wIkUXhcJjs7GxcLhcvvPAC27dvJz8/n+Li4lsWyCQJFBnebjd45fUEo70pSmR4rF7hQx92UbVDxRuUWSiJDEHeL1RwpxHplXv37uXSpUsMDg4yODhoCT92PuevhyzLlhCmaRqqqloeQRMTExiGQW5uLufOnbPE3qGhITo7O2lra6Ojo8OqcqmqqhVtI8Sw+fl5J1LkLscwDEsQtWP6HyxcBx6PB1mWSSaTthXF0rH72CJEcpfLxYULF5ibm7N9mx0cbhdHHHNwcHBwcLjLERUZRaqZnUhPk1QUxZqoCeFKVVV8Ph8ejwefz0dRURE7duxg+/btNDc3U1ZWZkUJiagCgImJCR588EFaW1tJpVJ4PB5mZ2c3pBCQTCaJRCL4/X46Ojo4dOgQlZWV5OTk4HK5FlXYvFFME94ZgpMdMPhOCl/KZGujxK98XiO/SQXf0nTNtZ2syrJMTU0Ne/fupa2tjeHhYQzDWHcFKYSRt6ZpuN1u65qNx+OEw2ESiQTZ2dk0NDRQXV3Npk2bKC8vx+fzcfHiRZ5//nnOnz9v7bumaWRkZFj3gHA4vCGvAYdbR4ivfr+fubk5W0Y5wftRssJrcjUKj6wUIhpLURRb+x8ahkE0Gr2q36CDw0bDEcccHBwcHBwcSCaTKIqy5ub8y6VKpgtipmni8/nwer14vV6ysrKor6+nubmZbdu20dDQYFVkFF/LVedraGigr6+P8+fP88ILLxAKhdA0bcMKA/Pz81bFuYMHD7Jjxw4KCgosc364OfPqqSSM6jBwJEF43CQ3ALsbFbx+Gcknc8cMxW4QET22Z88eWlpa6Onpoa2tzRJM7SyQibRnER0mUrJisRizs7P4fD5qamqorq5my5YtVFdXU1BQQFFREQUFBeTl5SHLMiUlJbS2ttLf32+dD7FYjFgs5kSEOFyVRCKBrusMDg6SkZFhS7HJNE1roUTXdXw+n21FPFhcWXZ2dtZatLETYjxIJpOEw+G1bo6Dwx3hpmJjv/71r3PPPfcQDAbJz8/nox/9KK2trYveE4vF+MIXvkBOTg6BQICPf/zjjIyMLHpPX18fH/7wh/H5fOTn5/PlL3/Z1g8lDg4ODg53BmecWTvSzfnvZOqMEMOEcON2u1EUxSohH4vFkGWZUChEcXExtbW13HvvvXzuc5/jT//0T/n7v/97vvWtb/GlL32JRx55hLKyMjIzM/H7/bhcrismcuL/Xq+XxsZGHnnkETZv3kwsFsPr9dpykrISmKZJJBLB5/MxNzfH4cOH6ezsZHJyErj5FJ8szWRgwGDEAxImQS8EiySCxQqYV06eRfrmcl93ClmWycvLY+/evWzbts3yXVvuPFlLRNW9YDBITk4O2dnZeDwedF23CkYUFBTw8MMP85//83/m61//Ol/96ld56qmn+OxnP8unPvUpfu7nfo6dO3dSWlqK2+1GVVWqqqo4cOAA5eXllofUevTRWwmcsebG0TQNwzAoKSmxCp3YDdGuSCSCLMuWmGOn6zqd9AjQUChky3YKGwPhPebgcDdwU0+AL7/8Ml/4whe45557SKVS/P7v/z4f+MAHuHjxolX95r/9t//Gs88+yw9+8ANCoRBf/OIX+djHPsarr74KLBgmfvjDH6awsJDXXnuNy5cv8yu/8itomsaf/umfrvweOjg4ODisG5xxZm1JJBJW9NhqmvMvrSoJLPL40jTNqqzn9/spLCyksbGRhoYGtm3bRl1dnTWxUFXV8gpbjqv93DRNamtrGRwc5MCBH3kTswAArXZJREFUA7S3t1sC3fz8/Krt+1oSi8UIh8O43W6OHTtGQ0MDRUVFZGVlWZMguLEJZUSHXA8YIyayJlEcNKnMMInGTXySiWkupF4aBug6ROdMIpMGbsAXkFAzZCTFRHFJmPKd8yPz+Xzs2rWL9vZ22traOHPmjBU9tlZRg+kTZfElosPi8TipVIrs7Gyam5vZvHkzNTU1lJeXU1xcTH5+Pnl5eeTk5FiRHsuJjpIkUVhYaKUSDw4OMjY2hqIoi4793YIz1tw4wpA/HA7b2pDfMAw8Ho9VlMLOiMgxkc6cfu3aBXEP0nV9rZvi4HDHuClx7IUXXlj0/7//+78nPz+fd955hwceeICZmRm+/e1v873vfY9HHnkEgO9+97vU19fz+uuvs2/fPl588UUuXrzI4cOHKSgoYPv27fzxH/8x/8//8//wta99DZfLtXJ75+Dg4OCwrnDGmbUnmUxaE4yVioAQxr7CNwywDJ6TySSyLOPz+QgEAgQCATIzM2lsbKSpqYm6ujq2bdtm+YaJKLNrRbddb/KWPglpaGjgwIEDXLp0iVOnTuHz+Swz8o1IJBIhKysLwzB46aWX2L59Ozk5ORQWFgI3LlCZJsxqEgWlMrHTMHcZLs/LNPlMDCCRgoERg3PnddreSTF2JoVHNXH5JZiHuhKJiq0KVVsVgqUqnjwZMLkT3mTBYJB77rmHlpYWRkdHGR8fx+12W4UYVhPRv+I8Fl/CJ8k0TWKxGG63m02bNlFTU2N9Ly4uJi8vj8LCQvLz861rCVg0qRYRH9bvRDEEJMrKyti/fz+tra2Wv5jL5SIej9tqYr7aOGPNjSPS2sV93I7Isozb7QYWxrD1ci4vl/JvJ+7EPdHBwU7cVu7AzMwMANnZ2QC88847JJNJHnvsMes9dXV1lJeXc/LkSfbt28fJkyfZunUrBQUF1nueeOIJfuu3fosLFy6wY8eOKz4nHo8vekh1DAEdHBwc7g6ccebOI1ayNU275ZSrdDFMvBbRLOJBW6SNZWRkkJGRQWVlJc3NzdTX11NfX09BQYGVDqaq6iIhYLnPu5U2mqZJfn4+W7du5cCBA3R2dhIOh/F4PCSTyQ2ZSiLM+b1eL52dnRw5coTKykoyMzPxer03HD3mU6FIlYh4ZIwMmei8TteJFGM/pyF74EKfySsvp3jneILxLp3EtEk4YaLr4DNBlWDm+0l+6R6Je/eo7PsNN16fguK5+nFeKYTwtHfvXlpbW5mamrKKO6z0RFAIVbIsW+eyiFQT0S7iPCssLKS2tpaqqiqqq6spLy+nsLCQ3Nxc8vPz8fv91nFZWmV0qSC2fGMgFAqxa9cuLly4QF9fHwMDAyiKgqIoGy4d8GZwxpqrI4qZuFwuotGoLUUcWIiMjcfjVhVjuDkfxTuJiBYV155dvS4dYczhbuOWxTHDMPiv//W/cu+999LU1ATA8PAwLpeLzMzMRe8tKChgeHjYek/6ICJ+L363HF//+tf5wz/8w1ttqoODg4PDOsQZZ9aOVCp1w1W0xMQjXQxLn8DDwrEUvmFZWVmEQiGKioqoq6ujtraW+vp6qqqq8Pv9loBwLe+vlZzsSJLEli1buOeee2htbeXIkSOoqorb7SYaja7Y59iJcDhspR298sorNDc3U1BQQHl5uRUZcr1JZVKS2LzFpCZHYkCXuKxA1G0weCbF4KzKT59JcO5QAnVOp6hUIatWYc4loWgSySQMXkohXTb42Tsmp95K0jtt8sQjKgX3edB8qx+dEgqF2L17N5cuXWJwcJCBgQGrcuXtTAiXE8MURUFVVes6EH2ck5NDVVUVVVVVbNq0icrKSvLy8sjLyyM3N9cqEpEuRojjki6KXbdNSO9Hj0kS5eXl3HvvvbS2tjI5OUkkErktMXy944w110ZcE5OTk/h8PluKTcKQX0SAiigyuyJSFlOplOWT5uDgsPbcsjj2hS98gfPnz3PixImVbM+yfOUrX+Gpp56y/j87O0tZWdmqf66Dg4ODw9rhjDNrhzDnFxPmdLEgXQxLFwLSI47EBD4YDJKdnU1mZiZ5eXnU1NRQV1fHpk2bqK6uJj8/f5F4cDupkreCaKvP56O5uZn777+f7u5uurq6cLvdlifMRsM0TaLRKBkZGUxMTHD06FE2b95siZc3Em3hMhcSILfdr3DqxzLhUYk3uk3y30xy4ZJE5xsGRR6TA3tUau9xUVytkFcoE8qR6ZoxeeMdnR+/lGLs7QQXeg1mnk/hm01xjy5R9ZgbRZNYzRRLVVUpKSlh3759VmGCaDRq+e3dqEiUfg0sFcSART/zeDxUV1dTVVVFZWUlNTU1FBQUkJWVRXZ2Njk5OXg8nivEMPE56d9vGQk8Hg9bt25l79699PX10dLSgizLNySGb0ScsebaCGE3JyfHtpFj4l6eSCSQZdkqsGJHIQ/eL0SjKAqBQGDDLsQ4OKw3bkkc++IXv8gzzzzDK6+8QmlpqfXzwsJCEokE09PTi1ZaRkZGLC+LwsJC3nzzzUXbE5VfxHuW4na7bb8C4ODg4OCwcjjjzNojosdcLpc1YRZCQHoVq/T/ezwecnNzycnJITc3l4qKCmpqaqiqqmLz5s2UlZUtEg+EwLYcqz2pSW+/LMtUVlayY8cOLl68SH9/P6Zp4na7N2w0TTweJxqNoqoqb775JvX19ZSWlhIMBhelsF7rOOQZEiXlMvUf1Hj7n1NcGDVR2k2SsQTZUxKf/ITK45/0kF2mLtK5dvkl6nNlCjYpvN6s8NI34wyMpvjJWyayGSdYIVPQoLHa/mOhUIht27bR0dFBe3s77e3t1vl5rTSn9GIS6eeyOJ9FGprb7aa4uNi6BqqqqigpKSEnJ4fMzEwyMzMJBoPLGumvmBj2Hkujx0pKSnjggQfo6OhgcHCQ6elpK3JuI6YTXw1nrLk+YoFAiMZ2FJzEdSOqLdu96rCIHDMMY115pDk4bHRu6s5hmiZf+tKXePrppzl27BhVVVWLfr9r1y40TePIkSN8/OMfB6C1tZW+vj72798PwP79+/kf/+N/MDo6Sn5+PgCHDh0iIyODhoaGldgnBwcHB4d1ijPO2Afx8O7z+SyzcEF62lh2djaFhYXk5eVRVFTEli1bqKiooLy8nOrqajwej7VCLirjXY07PelKN+ZXVZX6+nr2799PZ2cnp0+fxuVyWRUDNxrC+D0jI4N4PM6rr75KY2MjOTk55Ofn30BRAwgoUOuD8p0avacSDJ8xePeUiVsyeahRZutmmVDW8tvxueChTTI55S7m+kyOfNvk/GiKsgsGZYcTZJYquDNWP9UoPz+f3bt309bWxvj4ODMzM5YoKkSi9GISS4UwSZJQVRW/34/H4yE7O5vKykoqKyuprq6moqLCSpEUKcVLfcPe79Mb8A27DSyBTFrYp9raWity7u2338YwjLvGnN8Za26c9PPcrt5YIhJLGMivB4E3PerUwcHBHtyUOPaFL3yB733ve/zkJz8hGAxa+fShUAiv10soFOJzn/scTz31FNnZ2WRkZPClL32J/fv3s2/fPgA+8IEP0NDQwC//8i/zjW98g+HhYf77f//vfOELX1h3KykODg4ODiuLM87YC13XSaVS1mq8LMsEg0EKCgooKiqiuLiYTZs2UVVVRWlpKWVlZWRmZloCgvh+NewSgSDakZOTw44dO2hra6Ovr4+JiQlcLteGNedPpVJEo1E8Hg/t7e0cO3aMyspKMjIy8Pl8wPW9x7bkSOzZAgMPuZnp14lOGiguyAxARraE4pauGgCWo0GNAns/qnLuWIrRDoNTkwa7W1NsbtPJ27360R9er5ctW7awd+9e2traePfdd1EUBY/Hg67ri9J907/7/X6CwSChUIiSkhJLCCsvL6e4uNiKChO+YcsZ6a90dNhNIUFmZib79+/n0qVLDAwM0NfXZxUKsKsIslI4Y82NI4QnEeFkR+E0PRIL3r9W7RrpBu+30TG9d3CwDzf11PE3f/M3ADz00EOLfv7d736Xz3zmMwD8z//5P5FlmY9//OPE43GeeOIJ/vqv/9p6r6IoPPPMM/zWb/0W+/fvx+/386u/+qv80R/90e3tiYODg4PDuscZZ+yFmHCUlpayZcsWCgsLLb+k4uJiSktLycvLWySerXRVydVmafRYVVUVe/fupaOjg+PHj6Pr+oY15zdNk3g8jqZpxONx3nrrLbZu3UpRURGlpaWoqroo/XQpkgSqDLtLJdp3a4xfctFxKIYigRwzmB02SCRMXK6rtyEXKMqTKX9QZWIgyeVZaBuDB6I6pm4gKasXVSHSDNNF0aGhIUZGRvB6vaRSKUzTxDAMMjMzrcqqRUVFlJeXU15eTkVFBWVlZWRlZREIBAgGg3g8nquKwmsqiHFlemVlZSX33nsv7e3tTExMWL5r6yX65lZxxpqbQ5wP10qFX0tEBNa17ld2QwiNdhQbHRzuVm46rfJ6eDwevvWtb/Gtb33rqu+pqKjgueeeu5mPdnBwcHC4C3DGGfuh6zqhUIhPf/rTbN++nby8PHw+3xXpZcuxHiYoAtHWjIwMtm3bRldXF11dXXR2dqJp2oY159d1nXg8js/nY3BwkKNHj1JdXW2lAF5voilJUBSABzbD/IdcRAYMRluStAybdJ5LkVenk9sgI8mwXAiZW4Y8FWQFZE1Ci0F8AmKpq0ecrQQmJgv/TGRFprq62koxPHz4MKqqWmb5ubm5VFZWUl5eTklJCeXl5dZ1IL6Wehwt7TNbXgvSggfWnj17aGtrY3BwkDNnzuByuSzBdKPijDU3j8fjsW3BBiFiw4JomUqlLHHfrqSnqzrRYw4O9sDeboUODg4ODg4Oa4qu64yPjxOLxaiurr7uhMPOk5GrkR5toCgKRUVF7N69m5aWFkZHR4nFYhvanD+RSKBpGoqicPbsWV5//XUqKirwer1omma972rHVpagIV8idp+CMe/m2W+ZdMykeOUNnUBWnO0BiaxSBRQW1LQlxAwTc94gFTWRJPBkSbgVCVOX3hPVVoalx05EUMGCkXdpaSk7duzA5XKRk5NDWVmZJYYVFRXh8/nweDx4PB5c74XDrUdheGn0WH5+Pg8++CCtra0MDQ1Z6cSpVMqZtDtY9z27p9qKYhqmaV4zgtkuiH7dyBGaDg7rDUccc3BwcHBwcLgmQ0NDPP3002zfvp3t27dfITLYWQi4UdLTKz0eD7W1tezfv5+Ojg7OnTuHpmlommbbyInbwTAM4vE4gUCA6elpTp48SX19Pfn5+eTk5NyQOb9fheYckB5RGB9w89pLEm8NJon+OMVMLMY9j7rIq1NxBWUwWIgKkyTG5+HCOYOu9hSmZJIfgvoyGV+hctvC2LWETF3XmZ+fZ3JykqmpKcbHx2lvbycajfLwww9zzz33kJ+fj9vtxuPxLPKQWj7FdH1dA0vN+RsaGrjvvvvo7u7mjTfewDAMK514IwrCDjeOqMjqdrutipV2Q5IkdF0nkUhgmia6ri8S9u2GWIgRhW3sLjw6ONwtOOKYg4ODg4ODwzWJx+OcPHmSn/70p5SXl5Odnb3WTVo1hHdNbm4uO3fupLW1lf7+fqampnC73YtMnzcSyWTSipC7ePEix48fp6qqyvLQgmubW0sShBSJnYXg+ZSKnAnnn4dXzyW5/G8pzp/Vad6psnmLQnmdQn9Yoq3b4PR5nVeOp5jp0cl3w0MHZLb9nItAuYqk3JrgdLXJezQaZXJyksnJScbGxhgaGqKzs5P/P3t/Hh3Hfd75/u/qpXrHvu8LQYAACJLiCu0WJXlk3YyTeCaZk8We/OZmMo7tO7FzcjxOfBPbGS8nydwZx+NF98bOatmObclKJIqrKJISKZGSSHEDse8bQYDYeu+u+v0BValBcSdAFJrPy+5DCGg0vl3dXdX16ef7fHt6eujt7WV0dBS73c5/+A//ga1bt5Kbm7to2nDqfV9tYdh1KeD1ennkkUdoa2tjZGSErq4u3G532gbC4uYZ1YOXL1/G7XZb8rmf2jdS13WzstOq/ceMijFN0wiFQpYcoxD3IgnHhBBCCHFDk5OT7Nmzh4cffvgDTazTRWr1mNPppKKigtbWVjo7Ozl27BiapqGqKpFIZIVHuvR0XScWi5n376233mLDhg2UlJRQWlpq9pe7ZnP+9/71ORSaKuC3/q2Tw0U2dj9n4/zZGL3HNV6/EKcoM47mUxifg/mgTjAEwXkdjx22NTl49HEnRS0OHO6bP1m8VhimaRoTExNMTk4yOTnJ6Ogo/f399Pb20t3dTX9/P7Ozs+b0JlVVCYfDHDlyhObmZgoLC8nLy1t0n9PpJPbK6ZWlpaU8+uijdHR0MDk5ydzcnDmdWKZX3rvsdjuappGZmWmuWGk1Rv+ueDyOoijEYjEz1Lei1Moxj8eTlscUIVYjCceEEEIIcUOapvHWW2/xox/9iNraWsrLy1d6SMvGCEByc3NpaWmhtbWVtrY2xsbGcLlcxGKxtKweSyQSRCIRPB4PHR0d7N+/n8rKSvLz8/F4PDduzv/ev16HwuYSqNppZ121i9dOOHj7cIKZ0QQzQZ2ZAZ1YTKO4zMaGjTYqK208dp+TpvV2/OV21Buc017v5Hxqaorx8XEmJyeZmJhgcHCQrq4uent76e3tZWxsbPGY35uOZfTXUhSFEydOsHbtWkpKSm5qWmlaUBaqbh566CHa29sZHR3l+PHj2O12nE6nhGP3MGNfZ6xYacXXg6Zp5lRKh8NhrhZrxbEC5tRPY9xCCGuQcEwIIYQQNyUWi/Haa69x6tQpSkpKVkXT41uV2pwfoKioiK1bt3L+/Hn27t1LMpnE7XanbS+mWCyGy+XCbrdz6tQp3nnnHaqqqlizZs2ix/tGK1iqChRmwOPrbdxXa2Pql50MjSYZ69GwzepkFiu4MhSydcjOVCgptBHIVlBsH7zd623n+fl5JiYmmJiYYGxsjKGhIXp7e+nr66Ojo4O+vj5zqqwxRdJoLp5IJIjH4+bJqcPhIBAIoCgKhw4dYtOmTZSWllJeXm4+J6w6Tet2XVk95vF42LlzJ2fPnmV8fJzh4WG8Xi/JZFL6It2jjOl/mqaZoZPV2Gw2XC4XNpvNrB6zunT8gEWI1U7CMSGEEELctAsXLvAP//AP1NXV0dDQsNLDWRap0yv9fj9r1qyhtbWVc+fO0d3djdvtJhaLkUgkVnikS0/TNCKRCH6/n4sXL3L48GEaGhooKioiMzPzlm7Lpih4HFASgKIArMuzozfaQQddWQjRbArYYFHz/euFYfF43JwiefHiRUZHR+nu7jYvnZ2dxONxbDYbdrsdVVVRFMWsijNCsav9jXg8Tjgcxufz0d/fz759+6itrSU/Px+32512wZjhyub89fX17Ny5k76+Pi5evGhOt73WdhPpzel0oqoqXq+X+fl5yz4HIpEI4XAYm81GIpGwfEN+VVXNykwJnoWwBgnHhBBCCHHTNE3j1VdfZf/+/ZSUlJCRkbFiY4lFdMa7EnhckFdn570lEJfs9o2QrLi4mPvuu4/777+foaEh4vE4Ho/H0ieKdyIajeJwOHA6nbz11ls0NzdTWVnJxo0bsdvt5n2+maDovUUpFx4VRTFDsNTNpijvB2JXbk9d15mbm2NsbIyxsTFGRkYYHByko6ODzs5Ouru7mZqaQlEUc8yqqprhZTgcNlewuxmRSARVVVFVlYMHD7Jp0yaKi4tpbGxMy8f6A96bXrlz505Onz7N2NgYbW1teL1eac5/jzKqK0dGRsjIyLBkQKzrOg6Hw6xy9Hq96Lpu2UDbqF6Nx+PMzs7icMgpuRBWIK9EIYQQQtySS5cu8cILL/Doo4/S1NS0rCcfqYGErkPbuSQn30nw9okEp9+KUxjX+dX7bTz4ex4Km5wsDOXOx3O15vwPPvggFy5c4O2338btdhONRtM2LIhGo3g8HqLRKK+//jobNmyguLiY4uLiRde72cdeYeGxvFq8pOuLV5VLJBKMjIwwNjbG6OgoQ0ND9PT00NPTQ0dHBwMDA8TjcTMICwQCJJNJYrEYwWDwjnrC6bpOJBIhMzOT+fl59u3bx/r168nPzycvL8+cWmbFE+47ceX0ypycHB5//HEuXLjApUuXmJ6elub89yin04mmaZSWlhIMBi0ZEhvTPUOhEDabjWAwiNfrXeFRXZuiKDidTpxOJ5mZmYRCoZUekhACCceEEEIIcRv279/Pj3/8Yz772c+Sk5OzZGHB+xVEC/89Mqzx5rE4p95JcOqdBBfaFocec17omIS1XUly6xw4XUsbWqRWjzU1NXH//ffz7rvvEo1G8Xq9ll297U4lEglCoRBut5t33nmHffv2UV5eTlFR0XVXrUx1ve1y5e9fvHiR4eFhLl68yNjYGP39/bS3t9PT00Nvby9TU1OoqorT6cTtduP1eonFYkSjUebm5pZ0ims0GiUcDuN2uxetXJmfn7/ofqVbQGZSFlYofPjhhzl//jxjY2O8+eab0pz/HmUsVBEMBs2vrcZYVMPtdpsVpGDd12hq30OjsjX1AxkhxMqQcEwIIYQQt2XXrl38yq/8CtnZ2UtyEqLrcDkIp99O8M6bcd48thCIGUVAigI2G/gCCgUFCnl5NvILFPJqbDjz7SQi4HTd8TBMxn0ypueUl5ezbds2zp49y4EDB1BVFY/Hk7af+kejUdxuNz6fj6NHj7JlyxbKysqora0FPhhw3SgMS/16enranCo5PDz8gUb6g4ODZmWY0+kkJyfHrA6bn58nHo8va0PrSCSCy+XC5/OxZ88eNm/eTGFhIRUVFZadqnWnlPcqLlP7jz3++OOcPn3abM7vdrtJJBJp2W9PXJ3RjB+w7CIsNpsNj8eDoiir5gOLW9l/CiHuDgnHhBBCCHFbTp48yXe/+13++3//7xQWFt5xYDAThh+8obH7Z3GGDkRJRnRsgM+nkJuvkJenkF9gIy9fobLKTnWNnYpKG8Uldjye5QsrjE/0MzMzWbt2LQ8++CBnzpxhfHzcnHqYjtU0yWSSUChEIBBgdHSU/fv3U1dXR1FRET6fzwwNr8b4mXGJRCJmwGL0Duvq6qKvr4/e3l66u7sBzKqP3NxcYGH1zHA4vGhVybshHo8TCoXw+XwMDAywa9cuqqqqyM/Px+PxpH/1GAuBw5o1a3j88cfp7e1lYmKCeDyOqqokk0k5mb9HGCG1x+Ox7LRKgHA4bK5YaewrrBpkpzbkdzgcaTs9X4jVRsIxIYQQQty2f/3Xf+WJJ57gox/9KG63+45uK8sL99fYOLPBycW2BEpfgjIvND7iYO0GO2XlC5eKKjuZmXfvhCe1gqyiooJNmzbx8MMP89Of/hRd1/H5fMzOzt618dxNRoN6j8fDa6+9xoYNGygpKaGlpQVYfPKp67pZZRKPx7l8+TKjo6MMDw8zPDxMf38/3d3d9PX10d/fz9zcnHly6Pf7sdlsZpPqUCi04iu4hcNhc5W+/fv3s2nTJgoKCli3bp15fyH9ArLU/mM2m41HH32Ud999l7GxMTo6OsxqPjmhvzcYwfT4+Dh+v9+Sz3ejIb/H4yGZTOLxeFZ6SNeVOq1yfn7eshV5QtxrJBwTQgghxG27ePEi//AP/8COHTuoqKi44xOnbZUKr5UrnKxyEB9NUuTSeagMnvodFafbBtiWZuC3SVVV6urqeOSRR2hvb+fUqVN4vV5zhcR0oygKsViMrKwsgsEg+/bto7Gxkfz8fEpLS83pjclkknA4zNDQECMjIwwPDzMwMEB/fz8DAwP09fVx8eJF8yTW4XCQkZFBIpEgHo+bUyWtVJWi6zrhcJisrCxmZ2d56aWXaGhoICcnh8LCQstWpSyZ96ZW5uTk8MQTT9DZ2cnU1BRTU1Nm77F0rJgUixkN+QsLCwmHw5Z6jRqM6t5IJILdbicUCuH1ei37+jQa8tvtdgKBAOFweKWHJIRAwjEhhBBC3KFdu3bx4x//mM985jNm35fb5bDDv2mx8co5Bz1DSYbG4wwdjzN03EHVQy5W6lwntTqqtLSU5uZmHnnkEc6fP080GsXn81ku3LkdiqKYF4fDYVZ2Abjdbk6fPs2hQ4coLi7G7XYzPj7O0NCQWSHW19fHwMAAw8PDjIyMEAqFzNsxpiPG43FzquRy9g1bCtFo1DzRfvPNN3n55ZcpKioiNzcXh8NxT1SPORwOtm3bRltbG0NDQ0xNTZkhp4Rj6S+RSKAoCuFwGE3TLPlc1zQNXdfNaZVGQ36rMvaDyWQyLY4bQqQLCceEEEIIccd+9KMf8eSTT7Jhw4Y7PnlqrrDx73fY+Xa7g57BBOdndTaeiFGy0YUr44orG+cUd+F8zahO0HWdmpoatm/fTltbG3v37sXlcuH1egkGg8s/kCVms9lQFAW73W6GYXa7HZttoUrP+G+Xy0VdXR0Oh4POzk7Onz/PhQsXGBgYYHx8nMHBQS5dumRWhhmBmHECGA6HSSQSq+5E0Ohl5PP5OHDgABs3bqSwsJCqqiog/YKxRRRAB5fLxSOPPMLZs2eZmJhgeHjYrB6T5vzpT9d1c39gRUYgpuv6qtnHKIpi7nuFENYg4ZgQQggh7ti7777LN7/5Tf7yL/+SvLy8O3rDnwC2Ndl4tcrO8XYnJy/F2Hw+SfmJKKWPuNF0SMRBSerYdIgnIRLRsWvgyVSwuxUUHWwOWOpSs9Tm/I2NjTz88MO0tbUxMDCAx+MhFouteK+sG7HZbOZJWWoQZrfbzZBMVVXcbje5ublUVVVRXV1NdXU1FRUV5OXlEQqFOHz4MLt376a/v9/sReTz+dA0jUQiQTQaTYuqiEQiQTAYxO/3MzY2xksvvURNTQ05OTlkZmambfWYSVlYpbC6uprHHnuMnp4epqamCIfD5pQ7q1cAituXWj1qVGhZUSwWM6vcDFad+mzsZ604NiHuZRKOLQOrHjRWK6OsX7kbZQH3Ev0aXwshxG3613/9V3bu3Mlv/uZv3tnUSqAoT+HJj9jpPm3n4oiNQ70aTWcSOAoTBFUbE6MakYkk4Tmdi1M6wSkdv00nv8pGRr6NsnyF3Ao73gIbdqfCUpWWpU6vLC8vZ9OmTTz22GP8+Mc/JplM4vP5mJmZsdR7AeNEzAjAjK9Tp1D6fD48Hg+ZmZmUlZVRWVlJTU0N1dXVFBYWkp2dTUZGBpmZmbhcLqLRKHNzc7S3tzM5OYndbkfXdbN3WLpJXZjgzTffZOPGjZSUlNDQ0GBWrEB6BWSpUythoXps+/btnD17lpGRkUUrjKZjv717nVEla4SfxmvAZrMtml5pBFCpr4ErF+q43a9Tx3K966ZWvuq6fssN7lPPNXT0mz7nuPL3jK9vdP0rFy8x7sPN3t+b+fpqj4eVjktCWNGqDseut4T4SkrdUQPmSkdWYzSDvJIlt+kV6Y3NZsPtdltyrMbSzIvoV94DC9Hf7zHjcDjMNz1WYpzIpT7eVj3Qp47LZreZU5GsSFVVotGorJIklszU1BTf/va32b59O3V1dbcdFNgAP9C80c62HXZ2nbDzTp/GC4eSFA9EGHPaGB5MMn1J59IljalJHa8NvG4Fm03HpypsqrXRstHO9g87KKh24Mq2o9iXNrhwOp00Njby0EMP0dnZyauvvkpGRgZut3tFGyxfKwwzfqZpGj6fj0AgQEZGBnl5edTW1lJZWUlVVRVlZWVmGJaRkfGBPnK6rqOqKvfddx+Dg4P09fVx4sQJfD6fpade3Qld1wmFQmRlZRGNRnn55Zepr68nJyeH0tJSy1aoLJn3mvPn5eXx2GOP0dnZyeTkJJOTk2bvMek/dvusfk6j6zp+v59EIoHL5UJV1Zseb+p7tdT3mMa+6Hqh2NVu48r3fkb/O+O27XY78Xh8IShDv6UPgM3w6hbftade/0a/a4Zo7733drvdJBIJc7Xnq23X1HNL47mS+r74Zt4PJ5NJCbGFuIFVHY5ZlbFjN3b+wWDQsm8W5+fnF/23Vd/YGZ/CGAcEo3+JFberMbYrPwWyKpvNRjKZNKfBGNNtrMT4hA1YVO1gRca47HY7ExMTZv8Lq21TwDyRGR0bW+GRiHTy5ptv8nd/93d8+ctfvqOmyB6gwAb3PeXg1P4Ew+eS7Dmr4W7XuByBpAbFJTZKq+zUNivMxhVmp3TmLmmMX9YYejPJ8bYk4xcTPP6ok6oPuXFlLU1/l9STuby8PNavX2+uXjk1NWVOr7ybYYERghlToFLvp6ZpuN1uMjMzycjIICcnh6qqKqqqqqioqKC8vJzCwkL8fj9+vx+v12tOo7re9iouLmbLli10dXXR09PD3NyceaKXjkFJIpEgFArh8Xjo6upiz549VFdXk52djdfrvSeqx9xuN01NTTzyyCP09fUxNzdHMpnE4XBYesqd1YXDYXw+H9Fo1PzwOhaLmQF3PB5f1FNLVVUSiQSapi1aKdeo6kz9WlEUXC6XuZKjzWYzwyNYeC9g9I/TNA2Xy0UsFkPXdTweD8Fg0Owt53K7zLGpqmqGoqqqmhWjTqeTUCiEy+UyV440AvZoNIqqqmaDf2ORjkgkgsfjMVevNfahxrYwxmuz2YhEIrhcLhRFWXTb4XCYsrIyc5uGQqGFDyltdhKJBHaHHfT37q/qJJlYuL9uj5toJIqu67g9biLhCACqSyUWjYECqlO9pcfDmE6+6PFwu4hGFh4Pu8NOMBg0w0Gfz2f2SjMqMY39eTgcxu12oygKc3NzBAIBFEUhGAzi8/kAbvh4hMNhQqHQXXgmC7G6repw7M0337RkRRa8H+L8+3//7y39RsH4dHlkZIRjx45ZeqywUJVQWVnJr/zKr1h6rLquU1JSwpkzZ8yl663I+NQukUjwxBNPmAdwK1IUhaSWZGZmhjfeeMPS1U6KohCPx2luaqahvsGyj7/B6XRit2B4J1avH/7whzz88MP8m3/zb+7odvKAmmIbm3/VweRgArcHyipstFbYqK6xU1tnJzdXwaYqzMdhZgY6ujXeflejpy1O/2CcfzmioQZjKF4bax5TsavGc/3OAozUT/Crq6vZunUrHR0dPP/88+i6jtfrZW5u7o7+xvUYJ2lG83ujisD4MEFVVXJzc8nOziY7O5vKykrKy8vNKZPFxcVmEObz+VBV1bxf17q/qYz9Wn19Pdu3b6e7u5sDBw4ACyfl6XgiZpzEq6qKqqocO3aMDRs2UFRURHV1ddo21zYDsvea82dkZLBjxw7OnTvH+Pg4o6Oj5om8NOe/Pa+//jq5ublEIgvBjNvtNld6dTgcZqhkrHLodruJx+MkEgk8Hg/R6EK44/P5CAaDZqVXMBg0q5PC4bC5z4hGo2YAblQtGT27/H6/uTKl3+9feB+LzlMfeWrhOc7CexxjtVZN08wACxam2UYiEZxOJw6Hw1zQwmazmaGP8bWx3zHun/Ge1OVymc8lh8Nh9hIzgiljnxcKhczgKBQKUVJSwuzsLMeOHVsIs+w2HHaH+bd0XScWi+HxeMzVIn0+H+FwmGQySSAQWAitdA2vx2s+Hh6Ph1AohN1ux+l0mvsBWAimjMcjmUya2zKpJQn4A8zPz6PrOoHAwteKoqCqKv39/ZSUlPDUU09ht9vNcNn40NrYxxvb0mazEQwG8Xq9H7jvV3s8jLDO6XRy9uxZzp49e1ef00KsRqs6HPvjP/5jc8duRZ/+9Kf58z//81uau74SwuEw//zP/8z3vvc9y5/EFxUV8bu/+7vU1dVZcgqD+emqDm+//TZ/+7d/a1YPWW2sBl3Xeeqpp/iDP/gDAoGApceqaRrf+ta3+Md//McPNF21Gk3T+OpXv0pFRQVg3UoCozeHQ7IxsYQGBgb4n//zf9LY2Gi+Bm6Hywb1XvilJx1sdLop8+nk1NjJKVDIy7fh8SwEVInkQt99DYVtW3SaH9A5csLGgR/AwGCCV97R0eaiuPMVyjc6sdmX5glvBGQej4fm5mYeeOAB2tvbOXXqFD6fb1HVwFL8LaN5vvEvYPatURSFzMxM8vLyKCwspKyszKwKKy0tpbS0lMzMTNxut3lJnaZj/I3Uv3cz/H4/W7Zsobu7m56eHjo7O80TxXTsPZZMJgkGgwQCAS5fvszu3bupr68nOzub3NzctKweW0RZCCuqqqp45JFH6OzsZHp62gxyksmk5d9LWtEzzzxDKBQiMzOTZDJJJBLB6/USj8fNai4j3FJVldnZWbxeL3a7nbm5OTIyFpbxNSqLNE0jHA6bUyFDoRCBQMBcJMMIwIzbC4fDZj+xUChkViRNT09TXFzM448/zp/88Z8wPTONw+7A7XYTDAbNAMwIi4weWj6fj0gkgqZpBAIB84OCQCDAzMwMNpsNv9/P/Pw8NpvNHENqoGa0TzHCrGg0SjKZxO/3EwqFzA8hjADQ7/czOjrK0aNHeeaZZ8jOzjb3Q16v16yiM8ZrBHazs7NkZGSg6zqXL182X8czMzNkZWUtejyMqlijEs8Y+9zcHB6PB4fDYT4GsDBDx+/3m9Oy/X4/mqYRDAapra3lwx/+ME1NTWal3dXCO4/HY07TDwQCzM7OoigKGRkZ5rb0er3Mz8/jcDjM8M6obIvH43z1q1/l3XffXYFnthCri3WTpZvQ1d2FTbFZ7iDs9XoZHR3F7/dTV1e38KbVplguIDO2WzgcJhqN8tZbb5kHEqsxPj2ZnZ0lPz/fsuEYvL9de3p76O3rpbenF7fbbbk+XrCwXcPhMB/60IeoqqoiOzvbsttUURQSiQSxWIyTJ09atuecoijmJ4eFhYXmc9WK0ypTX0MD/b0rPBqRbl577TV+8pOf8Ed/9Ed3dDu5LthWZmP7rznxAHiUhaZk71EUBWfKu5nCLIXtfoXcEifxOdj7nML5wRgZ5zWq98UpXe/AZoeFRjR3Xj0GC6+lgoICNm7cyM6dOxkeHmZmZmbRye3tMKoUjOoRY/9inIB6PB6Ki4spLCykvLyciooKSktLzWAsJycHt9tt9gi6suLWGP+V/96q0tJStm7dSm9vLxMTEwSDQdxutznWdBOPx4lGo3g8Hi5cuMCRI0eorKzE5/MtOjZZ8Xh6u66cXunz+WhpaWH79u0MDQ3R29uLruvmlDtxa06ePElSS+KwOxZVEKVKbS+RSCTM1Q6TyeSisNz4vdS+VMZ1jNs2vjYC8qv9nvGzsbEx/u2//bdUVFRQqVRis9lwOBxme5PUSiejejU1KE2tKjOeH0ZIZVSHGVWHqbdnNNc3+ogZY0/9PWMcxu35/X727NlDZ2eneT3jvl1rwYDU7WdMlzS+nzpdeKkeD0VRzH9zc3NZs2aNWRVn/M6Vj5UxTT11+6VOp73e4/H6668zODgoVZ1C3IRVHY4Fg0FLhmPGpwWprBaMwdWbN+q6TjAYXKERXZvD4TA/FQNrLhpgMA+6KNiUhQNiNBq13JtFm81mNoq38vaExSegxpuPRCJhTiOwEqPPg9frXdR01YqsOi6RHkKhEN/61rd44IEHuP/++2/7dmwKeB2A0Uz/Jp62GQ6oylFofdLBueNJOgds9CY1RtviXDzjpHiTHWWJ82qbzUZTUxMjIyNcuHCBf/mXfyEQCJjTo25G6jRJYxqN0UMmEomgKAolJSWUlZVRWlpqBmLGfxcVFeH1enE6nWa/n1RXvubvZB+QeoLpdDrZtGkT/f39dHZ2cvToUTweD06n09LT9W9X6vTKeDzOnj17aGhoIC8vj9LS0pUe3vJ7rzl/WVkZH/rQh+jq6uLixYvMzMyYU+bSMRRdTvPz89dsTn+j1QdTg5ur/d61vk4Nx672c6O6ywiJALO6DFi02NDVWl2khknGFMQrfy/1+6m3cbXbS/3elbdnbIfUQC0SiZjVa9faflfbNpFI5Ka26+0+Hna73awmM6aHOp3OD+yPr7U9rrX9rvV47Nq1i/b29g9sTyHEB63qcCwRt2YCfrUmtFY8Cb1a5ZXRCNNqUhuyp7Ladr1a2Khpmtmk30qMA/TVwiWrbtfUcVl11R2j90MymTRD8TutyhBitRoeHuYHP/gBW7ZsWfQm/rbcwsvHBvg1yM5SKG2y0X8SJuZhLGnDHtEgAThv7TavOayUEx+Px0NLSwsPPfQQHR0d9Pb2mtNjrnYMMIIlozrM6BOTTCaJRqMkEgkKCgrM8MtooF9aWkpJSQmlpaVkZWWZv298eJA6rmuNdykZUzq3bNlCR0cHg4ODjI2NpXVz/mQyaTZRHxsb45VXXmHt2rVkZGSYLQogvfb7V1aPuVwu6uvruf/+++nu7ubcuXNmj6N0DEWXkxU/7DOCeqNyKbWnnpWe16nnM0a1lfHeOxaLWSqoNSq+jFAsmUze1nT2m3X8+HHeeOONFV09WYjVZFWHY0JYjnFMs9b7GyGEWBGapvHcc8/x4IMP8h//43+8q39bUUAJ6syN62iagleByLRO3G4H5c6nVC7+W+9XEZSVlbFx40YeeOABhoaGzGbXqSuRGYFYaoPteDxu9gWqqamhvLyc8vJyqqqqKC0tpbi4mJKSEgoLC82qstRVKe9mGHa1+22z2aipqWHbtm10dnaa/TaNXkLpxugNZExXfeuttzh27BilpaVm76F0dGVz/tzcXLZv3865c+cYGRlhYmLCnM6WjqHocrFaMAYLYzJCO+ODP2OlSStJ3Q8ZHxSoqmr2JbMSo7IsFouZAbJRmbcc2/Vf//VfOXHixJLfrhDpKj2P3EIIIYSwhJmZGZ555hnuv/9+1q5de9f+7nxMZ2xGJzqrocd1Lichv0xBsevvT9FcQsYJmsPhoLm5me3bt9PW1sbx48cJBAJmHxujP008Hmd2dhZVVSkpKaGqqora2lpqamrMIKyoqIjCwkJ8Pt+iPjVXmwqVOo67KXUcHo+H++67j46ODrq7u+ns7ERVVctWpd+pZDJpBpqTk5Ps37+fxsZGc4XQdKweW0RZmL61Zs0aHnzwQbM5v9G3yajiSX3uSt+j1cOYpuj1es1VHY3vW/E5bXzQkEwmmZqaMhcdsVpABotbm6S2OFnK7XrmzBneeustqeIU4hZIOCaEEEKIZaNpGqdPn+bHP/4xf/qnf3pX/mYoDkf7dV58IUbnW3HiUY1H1yhs2eSkoNG5UPWyjOd2mZmZbNiwgUcffZShoSEmJyex2+2Ew2ESiQR5eXk0NzdTU1PD2rVrKS8vp6ioiKKiIkpKSsjMzATe79lzrWk3VpviZLfbKSgoYOvWrXR1dZnN+V0ul1k5l26Mtgkul4uuri6OHTtGVVUVHo9nUQ8gqzxGS+HK6ZV+v5+NGzdy3333MTg4yMDAgNlDyWhInq6LM6QzY/8TDAax2+0Eg0EzILMiY5q60ejeipVjhtTeZtFodNG+Yqm8/PLL7Nu3b8lvV4h0JuGYEEIIIZZVKBTie9/7Hg8//DCPPvrokt1uMqETmtJR3eDKsDE/r9N2LsHxN+K8/maCc6eSOOM6GxptPPGUk3W/7MbhXf6VY+12O+vWraOvr49Tp06xb98+6urqqKuro7a2lurqanOqZFFREfn5+eY0vJupBLNa0JJaneHxeNiwYQNdXV2cP3+ekydP4nK5zNXU0o2maYTDYRwOB1NTU+zbt4/6+noKCwtxu90rPbzlpyyEZWvWrOFDH/oQ3d3djIyMmNUqqasFGiGpWB00TSORSJCRkWGunAvW2/+kMp5vqdNBrRaQaZqGpmm43W5zijws7Xbt7u5eWAFVpjYLcUskHBNCCCHEspuenuYnP/kJra2td/Qpua7DxXmdXxzXGN4fIWcuia/YTseoztsnEwwNaub1AJpqFHY+4mDboyqewJ1VWl3vJOvKn01PT5OVlcUTTzzBzp07KS4uprCw0Jwy6fV6b3pBFCufjF5JURQyMjLYvHkzbW1tjI2NMTU1hcfjMZtkpxtN04jFYrhcLoaGhjh69Cj19fX4fD48Ho95vdX0OF7LtV4DNpuN5uZmtmzZQk9PD+fOnTOfC263G5fLxdq1a9m7d+9dHrG4XcZUabvdvmqC7dTnp1Vfb3a73QzOE4nEko9T13UOHTrECy+8sKS3K8S9QMIxIYQQQiy7cDjML37xC+6//35+67d+645OCDLd4HQpHE/YGXwlRmwu8V4FC7jcUFJqo7HZzgMP2nn8SSeZWXZudx7ltcKA1H5Suq4zNzfHyMgIY2NjjI2NMTQ0RH9/P/n5+XzoQx9i69atuN1u8/eu14/Kqid115NaoaGqKjU1NWzdupXz589z/PhxFEXB4XCkbTgWjUZxOp1EIhGOHz/Ohg0bKCsrw+VyYbfbAev2arqemwmEjR54eXl5bNmyhfPnzzMxMUFZWRlbtmyhubmZTZs2kZmZeVf7Doo7Fw6HSSaT2O12cwEKKz+PjcVOXC4X8/Pzlqsag4XXTTgcJhKJAAsBmcPhWLLtOjo6yttvv52WC6EIsdwkHBNCCCHEXTE5Ocmzzz7Ljh07qKuru63bUBRQHQpProehyw7euOQidCFJ4wYbFetsVFXZKMtVyM1RyC+w4fMvNBi72ZOOG4VhxtfhcJjx8XHGxsYYHh5mbGyM3t5eurq66O3tZWBggGg0Sm1tLcXFxVRWVlJeXm6eABmXdJIakGVkZHDffffR1tZGf38/o6Oj5rS6dAzIEokE4XAYr9dLf38/hw4dYu3atWRlZeHz+RZN8bL6436jQMwYvxEKRiIRotEoExMTdHd3U1lZyde+9jUeffRRPB6PuTKrnKyvLsYCIz6fj3g8TiAQsGTYZDBWgUwkEly6dAmPx2PJaZWwEOIZ1WMej2fJxqjrOm+99RY//vGPl+T2hLjXSDgmhBBCiLsiHo9z8uRJXnzxRT7zmc+YfbZulU2BogD8/x628xs7POSpC32PopqOUwW/C5yOOwvDjJ/pum5OB7x06RIjIyOMjo4yNDREX18f/f399PX10dPTw/T0tFm54PF4yM3NZXJyksOHD1NXV0dmZiYZGRm3dZ9Xi9RVO4uLi9m+fTtdXV3MzMyYlSdGI+p0k9pf6/Tp07z99tuUl5dTXV19zZ5yVnAzYZhxnWg0ala9zMzM0NfXx9mzZzl9+jRtbW309fVRUVHBpz71KZLJJJmZmeZ9NiplxOqQ2pDf4XAwPz9vrpxrRYqioKqqWcVo5Yb8mqaZ+8FIJILL5VqS7To9Pc2pU6eYmppaglEKce+RcEwIIYQQd834+Dj/+I//yPbt22ltbb3tEwKHTaEs88rv3nl1mNEsWdM05ufnGRkZYXh4mJGREQYGBujt7TVDsdHRUex2Ow6HA4fDQU5ODolEgng8ztzcHPF4HE3TOHz4MOvWraO0tJRAILAw0lVSRXQnsrKyaGlpobOzk3PnztHX14fT6SQWi6Vl9VgymSQSieD1ehkYGGD//v3U1tZSVFRkVt1Y5XG/2QrJZDJJMBgkFAoRCoWYmJjg3Xff5fz585w9e5aenh5CoRCxWAxN01AUhbNnz7J3716qq6spKCjAqap3626JJWR8KODz+bDZbGZDfiszAmojeLJi5Zimaei6jtvtxuFwmNOu75Su65w5c4b/7//7/5bk9oS4F0k4JoQQQoi7qr+/n127dtHc3HxXKqmud3JkrMiWTCaJRqOMj4+bgdjg4CADAwMMDAzQ19fHwMAA8Xgcp9OJw+EgIyMDTdOIx+NEIhHm5+cXrcanaRqBQIBQKMSRI0dobGwkKyuL3NxcSwQkyyX1hDQ/P5/Nmzdz4cIFLl++TCgUwuPxEAwGLXfSuhTi8TiJRAK3201bWxvHjx+npqaGxsbGFe3XdDO9w4wwLBQKMT8/TzAYZHZ2lra2Ns6ePcuFCxfo7OxkamqKaDRKLBYzA2CbzYbD4cDr9WKz2XjjjTfYsmULJSUlrFmzBsVmS8vHO50pimIunpJIJFbN46coCjabzQyhrMZut5v7gqX8kCAYDHLy5EmGhoaW7DaFuNdIOCaEEEKIu2pqaornnnuOjRs38tGPfnRZKhKudVJkhFlGhdf09DRDQ0MMDw+bgVhfXx/Dw8MMDQ0xPT2NzWYzT2hUVSWZTBKLxQgGg4vCsCvFYjGzUfv58+d5/fXXqaqqIhAImCed6RqSGQGZ1+tl7dq1bN++3QxZHA6HWUGWboyqFb/fz+zsLIcPH6axsZHi4mIKCgrMx3q5H/ebmS5sXMLhMLOzs8zMzDA7O0tnZyednZ10dXVx/vx5xsfHzSAsGo2STCbNAMJut2O3282Q2Qg/JyYm2LNnD2vXrqWgoICsrKxlu69i+USjUQAzbAJr77OM52PqeK1G13Wi0ai5AuhSbFdd1+np6eGZZ55ZsnEKcS+y3cqVv/71r7N161YCgQAFBQX88i//Mu3t7Yuu8+ijjy5qNKsoCv/lv/yXRdcZGBjg6aefxuv1UlBQwB/90R9d982lEEKIe4McZ+4dvb29vPDCC/T29i7J7V15wp/6/Wg0yvz8PFNTUwwMDPDOO++we/du/u7v/o5vf/vbfOtb3+Jb3/oW3/nOd/jBD37A3r17uXDhAuFwGI/HY66yGAwGmZ6eZnZ2lnA4fMPnlBE8GFM0X3vtNU6ePMnk5OSiqgYrVjcspfz8fDZu3EhrayvZ2dnmlCKjp1G6MUIkp9NJe3s7R44coaOjg2g0uuj5udSP+9We/8b3jSlyxsIBFy9epLOzk+PHj/Pyyy/zgx/8gG984xv84R/+If/tv/03vv3tb/Piiy/S0dHBxMQEc3NzRCIRFEXB6XRit9vRdd28r0bgbHztcrk4ceIEhw8fpq+vzwwCrEKONTfHbrfjcrlIJpNmoG9lyWTS3FdbedETYzo+sCQfDkUiEU6cOEFbW9sd35YQ97Jbqhw7dOgQn/rUp9i6dSuJRII//uM/5sknn+T8+fP4fD7zer/7u7/LV77yFfO/vV6v+XUymeTpp5+mqKiIo0ePMjo6ysc//nGcTidf+9rXluAuCSGEWK3kOHPviEQiHDlyhAMHDlBaWrro8b0Z1wsWEokEkUiESCRCOBw2G+gPDQ0xODhIf38/ExMTXLx4kbGxMcLhsFltYFQeGFMl73R1RaPKzOPxMDAwwJEjR6iuriYjI8O8z1Y9gbtTqc35q6uraW1tpbu7m4MHD2Kz2XC5XGm7gmE0GjWnTr3++utm9Vhtba15nTt93G9UHWb0zjPCgsnJSSYnJxkZGaGnp4fu7m66urro7u42e+QZIZeu62Z4aZzEG7d1velqRhitqiqJRII9e/bQ1NREbm4umZkfaBK4YuRYc3OMFSAdDofZT8/K+yujf1cgELD0wh9GpSUsVBjfaUP+8fFx/vqv/3qphifEPeuWwrHdu3cv+u+/+7u/o6CggLfffpuHH37Y/L7X66WoqOiqt7F3717Onz/P/v37KSwsZOPGjfz5n/85n//85/nSl76EKk07hRDiniXHmXtLf38/P//5z9m8eTNbtmy5biXRjfqGhcNhwuEwoVCIyclJMwgz+oWNjY2Z4cDMzAx2u92sLHC5XOY0y3A4TDKZXLKTKiMscDgcxONx3nzzTRoaGigrK6OystIch5WnKi2FnJwc1q9fz44dO2hra2N4eBiXy2WGMenmyub8+/bto7a2loKCAjIyMm778b7ZxSRisRgXL140L4ODg3R0dJgrq168eJFYLEYikTCbmMP7/Zrg/cbht9q7yahOc7vddHZ28tJLL1FZWcm6detu+f4uFznW3JjxHDXux+2uLnw3GcFuLBazbEN+I3hWVdX8QOZORKNRjh49yunTp5dohELcu+5oLzczMwMsvOFJ9cMf/pB/+qd/oqioiF/6pV/i//6//2/zk5Zjx46xfv16CgsLzet/+MMf5pOf/CTnzp1j06ZNdzIkIYQQaUSOM+nv1KlTvPzyy1RXV5Ofn7/oZ9cLAmKx2KKm4SMjI/T395srSo6OjjI1NcXU1BSXL18GMMMwp9NpTjEzpuEsZ38ao3rM6/UyMTHBsWPHWLt2LTk5OWRmZqZ1MJZ6clpaWsqWLVvo6OjgX//1X82Kuvn5ecudwC6FWCyGqqp4PB5OnTrF0aNHqaiooLm5GYfDYd7n6z3219suxvPWeC5funSJ8fFxxsfHGR4eprOzk76+PoaGhhgZGTEXjLja893o0ZQaiN0u4/Vp3PfXX3+djRs3miu1WpEcaz7I2F+mPs+szgibjKnwVtyv2Gy2Rdv1To8909PT/OVf/uUSjU6Ie9tth2OapvEHf/AHPPDAAzQ3N5vf/43f+A0qKyspKSnh9OnTfP7zn6e9vZ3nnnsOgLGxsUUHEcD877Gxsav+rWg0ajaEBJidnb3dYQshhFgl5Dhzb5icnOS5555j06ZNPPnkk7jd7que0MTjcebn55mfn2d2dpZLly7R399vriI5ODjIxMSE2Vg8tdm7oiiLVqVc7jDsaoypSQ6Hg3fffZdjx45RVVXFunXrzMqMdA3JjIDM4/Gwbt06duzYwYULFzh16pS5yEHq6y9dGBWNfr+fUCjEvn37WLduHYWFhZSUlFz1d25UIWk8fxOJBDMzM+ZCEqOjo7S3tzM6Omqutnr58mXz+kZQkNqH6co+fUsZJKTe97m5Of7lX/6F8vLyJbv9pSTHmmtLDcSMyrHVsJ8y9v9WrRxLrcY0KsduZ7vG43H279/PqVOnlnqYQtyTbjsc+9SnPsXZs2d57bXXFn3/P//n/2x+vX79eoqLi9m5cyfd3d2L+izciq9//et8+ctfvt2hCiGEWIXkOHPvaG9v54UXXmD9+vVUVVUBCycKMzMzzM3NmWHY0NAQAwMD9Pf309/fz/j4OHNzcwSDQbO/jHFJDRKsUPWgaZrZpH16epo333yTxsZGCgoKKCwsNKezrYYTzzuRn5/Phg0beOihhxgeHmZychKv13vHvd2symhY7/F46Onp4ZVXXqGmpoaMjAz8fj+apl1zOrGu64vCsGAwyOjoqLmiamdnJ0NDQ2a12MTEhDlF0ngNXBkOGD9b6jDsamNPve8XLlzglVdeWba/dyfkWHN1qfuk5X6+LBXjgxCbzWbZyjF4P7S70+0aCoX4xje+sYQjE+Ledlvh2Kc//WlefPFFDh8+TFlZ2XWvu337dgC6urqora2lqKiI48ePL7rO+Pg4wDXn9H/hC1/gc5/7nPnfs7Ozlv30SQghxJ2T48y9JRqN8tJLL5nVY7FYjMuXLzM0NERfX58Zhg0ODppN9o1VIIFFjcdTp6pY7cTIWM3P5XJx/vx5Dh8+TGVlJdnZ2bhcrrQOxoyTQbvdTkNDA9u3b6erq4sXX3wRh8OBy+UiFAqt9DCXhdGg3mazsX//fhoaGsjPz6exsdE8OTYe99TpvrFYjEuXLtHT00Nvby8dHR0MDAwwPj5u9hIzVsC8shIyNSReqXAjtTm/oijs2bPnrv79myHHmmsz9qOKouBwOBb1pbOq1GqsZDJp6coxYwro7W7XRCLBiy++yNmzZ5djmELck24pHNN1nc985jM8//zzvPrqq1RXV9/wd4wyz+LiYgBaW1v56le/ysWLFykoKABg3759ZGRk0NjYeNXbcLlcq2L5YCGEEHdGjjP3rvHxcf7hH/6B0dFRQqEQnZ2d9PT0EA6HiUaj5kp6V/ZqubJSxspSw4JYLMbx48dpamqirKyMqqoqsxdNOodkAH6/n5aWFrq7u2lvb6e7uxuPx0MikVg0HTYdGI9jLBYzpxju2rWLdevWkZ+fT25uLrFYzAzFQqEQ3d3ddHZ20t3dTXd3NyMjI1y6dIlLly4xPz9vVtilNhw3AoCVDMOuJplMEg6H8fl8Zl8vK5BjzY0Z/RmN/l3XWzDFKq6smrQiY7va7fZFq8Leqng8zpe+9KWlHZwQ97hbCsc+9alP8eyzz/LCCy8QCATM+fSZmZl4PB66u7t59tln+chHPkJubi6nT5/ms5/9LA8//DAtLS0APPnkkzQ2NvLbv/3b/MVf/AVjY2N88Ytf5FOf+tSqOVgIIYRYHnKcube9++67jIyM4HQ6CQaDJBIJMwwzwgNjNbLVEIZdTTKZJBqN4vV6GRoa4siRI9TV1ZGfn08gEEjrYCy1iqOsrIwtW7bQ1dXF0NAQ8Xgcj8dDPB63RKhzJ2w2m3kx7rOxEqrT6eTMmTPs3buX/Px81q1bR39/P93d3XR0dHDhwgUGBweZmppienr6A/3z4P3teGUobMXtZjTndzqdeL1ey/SWk2PNzTE+kFAUhUQiYfkVOI2+jqqqEgqFLPmagIXtaqyomUwmb3klUE3TeOGFF+jq6lqmEQpxb7qlV+J3v/tdAB599NFF3//bv/1b/uN//I+oqsr+/fv5X//rfxEMBikvL+djH/sYX/ziF83r2u12XnzxRT75yU/S2tqKz+fjE5/4BF/5ylfu/N4IIYRY1eQ4c2+LxWKMj4+TlZVlVlnF43HLTpO8XZFIBIfDgc1mM3uPlZeX09zcfEfNmVcDI9hxOp2sX7+enp4e2tvbee211wgEArjdbsLh8EoP85YYIZgRiMH7U9I0TcNut5sLD/j9frxeL3Nzc7zzzjv8/Oc/Z/fu3bjdbubm5piamjKnlxqPv/Fv6uvAKpVhN0PXdcLhsKVWq5Rjzc2x2Wy43W6SySQejwew9r7JqCSenp42p/Na8XVis9lwOp0At7Ugi6Zpi6bnCiGWxi1Pq7ye8vJyDh06dMPbqaysZNeuXbfyp4UQQtwD5DgjEokEc3Nz5tTDRCKx0kNacrquE4lEyMzMJBgM8tprr9HU1ERhYSGFhYXmVBsrn4QuhaysLDZt2mT2lBsbG8Pr9RKPxy39uKcGYUYwZgRXRqWNqqrmFLrs7Gzq6upYt24d69evp7GxEb/fz8DAAN3d3YRCIQYGBszn/JW3mRqIrUZGdUwkElnpoZjkWHNjxr4nHA5js9kIh8N4vd4VHtX1GRVYmZmZ5iItVmRUVBr/3kqloa7rvPjii4yOji7jCIW4N932apVCCCGEEMshGo1is9lwOByWDknuhDHNTlVVTpw4QV1dHWVlZRQUFKR937HU+9fc3MzQ0BCdnZ386Ec/QlVV3G438/PzKz3MRYwgzG63Y7PZzAUgjGm+DocDj8eD2+3G4/FQWVlJS0sLTU1NbNiwgcLCQjweD16vF6/Xi8PhoKqqirGxMbq7u9m9ezeqquJwOMzFJqx6Yn87jEBYrB7Gc9x4vhpVrVbeLxn9KI3p2VasHDMCb+P1blSb3sp2/cxnPrNcwxPinibhmBBCCCEsJxaL4fF4cDqdxOPxlR7OsohEIrjdblRV5ciRI2zcuJHS0lJqamrSOhxLZbfb2bhxIz09PXR0dHD69GkyMjKIx+Mr2p8qtTLMWFHOCAuM6i6Xy4Xb7cbtdpOdnU1LSwsbN26kubmZmpoaMjMzzZ8bq1Xq6KC/35S7tbWV9vZ2s++Yx+PBZrOZTffTidVCCnF9iqLgdrux2+1mRaTVpT7HrDpeu92Oy+Uy+2ne6jj379/P0NDQMo1OiHubhGNCCCGEsBwjhHA6nWZ1TrpJJpOEQiH8fj+Dg4McOHCAuro6ioqK8Hg8aR2QpVZ0lJaWct9999HV1UVXVxeRSASPx2NOO7pb40mtDIP3KzyM558RhrlcLnw+H/X19axfv968FBQULLrO1VahU1Ag5SGtqqqitbV10cIELpcrbZ/zYnWJRCIkk0nsdjuxWMzyDfmdTidOpxOXy8X8/LwlX0NGP02jkjKRSNxSQ/5PfepTyzU0Ie55Eo4JIYQQwpLi8bi58phVVrlbasbUSrfbzaFDh9i4cSPFxcW0tLQs6jOVjiFZakBmVI9duHCBgwcPkpGRgcfjMZvTL4fUyrDUFSBjsZg57cnr9ZrVX2VlZWzatInm5maam5upra3F5XKZzfaNBttwE1VSykJQZrPZ2LFjBxcuXKC3t5d33nkHj8eT1s95sTrouo7dbsfn8xGPx83VdK0a2hv9uxKJBBMTE3i9XktOq4SF3mhutxvA/CDkZrbru+++KytUCrGMJBwTQgghhCXpur6okiYdp5rBQkCWk5PD7OwsBw4coKmpiYKCAgoLC9E07aoVSOnG5/OZzfn7+voYGhoyq8eWqu+coihmZVhqdVgymTSrY4yeYR6Ph/z8fBobG2lubua+++6jqanJrEpxOp3manjX+ltX+/pq18vMzGTHjh10dnYyMjLC5OQkqqqaK7UKsRKM10gwGMThcDA3N4ff71/hUV2bsRCGoigUFBQQDAYtGYzBwn7HWDAgHA6bQdn16LrO//l//p+WvU9CpAMJx4QQQghhWanVY+FweKWHsyxisRjBYBC3283Ro0dpbGykuLiYwsLCRZUPVqzWuFOp96+5uZmBgQEuXLhAT0+PueLj7YZjqatKGtVhqWEYgKqqBAIBPB4PgUCAtWvXsmHDBpqbm9m0aROZmZlmZZjRN+x6f+922O12Nm/eTGdnJ11dXbz66qtm9Zg0sRcrxXit+Hw+7Ha7OaXSyvuhRCKBpmmEw2HLN+R3u904nU5zSuWNtmt3dzfvvvvu3RiiEPcsCceEEEIIYWmxWAyv15vWzflDoRA5OTn4/X4OHDjAhg0bKCoquiea8185vbK7u5uuri5Onz6Nz+cjkUjc9BRDozLMqBIzVn00TpodDgd+vx+/34/P56OoqIgNGzbQ0tJCc3MzZWVleL1ec5pk6lTJq417qTgcDrZv386FCxcYHh6mv78fVVVJJBJpu2KrsDajIb+iKObqj1Zn7CuNixUZDfmBm35ta5rG5z73OdkXCLHMJBwTQgghhKUlk0mi0WjaN+cPBoNmc/7du3dTXV1NQUEBfr8/ravHUhUXF7N582Y6Ojro7e0lHA7jcrmuOcUwdVXJ1KmSxpRcAK/XSyAQwO/3k52dTUNDA42NjTQ1NVFfX092drY5TdLpdN5wGuRysNvtZnP+jo4OxsbGiMfjqKpKMplMy+e8sL5IJGJO7TaqLa0c1huVWMYHKVZ83RgN+Y3AP5lM4nA4rrtdh4aGOHjwoCXvjxDpRMIxIYQQQljevdCcPxQKoaoqPp+PQ4cOsWHDBoqLi2lubsZms90zAdn69evN6rEjR47gcDhwuVxEIhGzIiQ1DIOFE04jRPJ4PGRkZJiXqqoqMwhbu3YtZWVliyrD7Hb7NcdyN7e1qqps3ryZCxcuMDAwwPnz57Hb7TidTmKx2F0bhxAGu92Ox+MhmUzi8XhWejg3FI/HSSQSzMzMmP3HrBgoGccy4KZWAP3CF74gU6yFuAskHBNCCCGE5RkrkaV7c/5gMEhubi6zs7Ps2bOH+vp6cnNzKS0ttXTFxp0yTmIVRcHn87F582b6+voYGBigv7/fbFhtVI8Zq7vpuo6qqmRmZpKVlUVWVhZlZWXU1dWxZs0a1q1bR01NjVkZ5nA4cDgcN9VI/26z2Wzk5eXR2tpKV1cXFy9e5NKlS2bFpDTnF3dbIpEgGAwSi8UIhUL4fD5L74OM/l1ZWVlm3zErSiaTZmWrcVy7XtXY3r17ZUqlEHeBhGNCCCGEWBUSiYT5ibux0le6icfjzM/P4/V6OXXqFHv37qW0tJS8vDxcLlfaV48ZAdmaNWvYsmUL7e3tDA8Pm1OPYrEYNpsNv99PXl4eOTk55OfnU19fT11dHTU1NdTX15tNxI1pVsvRSH85uFwumpub2bFjB11dXUxNTaEoCk6nM20rJoU1JZNJLl++TGZmJocOHaKiooKysjKKiorIy8tb6eFdlTHtPhqNWrYhvzEuVVWx2+3XrVwF+PKXv8zs7OxdGp0Q9zYJx4QQQgixasTjcXOVr3SdahYOh3G73eb0yvXr11NUVERdXZ2lG03fjitPXI2TWYfDQXNzM9u2baOnp4cLFy5QXFxMbm4uubm5VFVVUV9fT01NDdXV1eTl5ZlTJW90wmn17ef3+9m6dSsdHR2Mjo4yNDRk9h6T6hFxt83MzPDss8/yk5/8hAcffJDW1lZ27NhBRUUF5eXllgrKUlenNXoPWo0xPmPV3OuNsbOzk927d6ftsU4Iq5FwTAghhBCrRjKZJBaLpfVUs2Qyyfz8PIFAgMnJSV5++WVqa2vJz88nJydnVVePXe9EUNM0NE0zQyBN08jKymLz5s2sXbuWTZs2UVVVRWVlJSUlJWZ1mDFV8lpW23ZyOp1UVlayY8cOOjo6mJycJBwO43Q6pTm/WDHJZJJDhw5x6NAhvF4v27dvZ+vWrdx3333U1tZSW1tLdnb2io7R+PDAyq+T1NVz4f3909WmzX/zm99kcnLyro9RiHuVhGNCCCGEWFUSiQR2u91szm/Vk6A7EYlEUFUVj8fDu+++y5EjRygvL8fn862q6ZU3G4Ylk0nm5uYYGxtjfHyckZERsyl/TU0Nv/7rv8769etxuVxmZdhqmSp5O3w+Hy0tLWzfvp3BwUE6OjpQFAWHw2H2KhJipYRCIQ4ePMjBgwfJyclh06ZNbNy4kQ0bNtDQ0MC6devw+/13fVy6rpv7FMCS0yphoXrM2Edda1/V1tbGvn37CIfDd3NoQtzTJBwTQgghxKqi6zrxeNwMStJ1qpmxemUymWTv3r3U19eTl5dHZWWlZZvzX+9E1FhR0rhEIhGGh4fNS1dXF0NDQ4yNjTEyMsL09DThcJjGxkaam5tZs2YNmZmZV73vVtwWd8Jut1NcXExrayvd3d2Mjo4yPT1tVo+lY8WkWJ2mpqY4cOAABw4coKioiHXr1tHU1MTGjRtZv349GzduvKkVGZeCsR9wuVyLevSlhmQ3+vrKSq6b/b2bvT1gUdVYMpm86jTwZ555hpGRkSXZLkKIm7OqwzGjwarVPhG48pNMYzUlK7pyXEbzWqtJXVlKRzf/teJ2NcYH75d3W3GbpvZkSGXJbXqVpqpG1YjVxutwOEgkEotO1KzaFNaUXueU4h5hBCxOp9OsQEo3xkpxPp+PoaEh9u/fb05dysjIsEz12PX2bcbjlEgkSCQSXLx4kd7eXnMVyp6eHrNabGxszFxhzliF0ul00t3dzaFDh6ipqSEQCODxeID3j7HpyuPxUF9fz44dO+js7OTUqVNomibN+YVljY2NMTY2xsGDBykrK6O2tpa6ujq2bNnCpk2b2LJly7K9Zo3w3fjXZrPhcDiuemxYjtDrRr9ns9nQNG3RQiHG91PvA8D58+c5dOgQ8/PzS7iFhBA3sqrDsdTlvK3EaJpo7DSvV/a/0lJLenVdJxaLWfIEI5FImNMIbMpCKbJi0TN6BQWUxdvUisGIcTKpaZp5gmHVk4zU15KxHSORiCWfq8ZrKB6P37BkXghxZ4zqMWMVw3QUjUbNBQhOnDhBS0sLJSUleL1e7Hb7iu1frnVMM/rpGMftmZkZBgYG6O3tpbu7m+7ubkZGRpiYmGBiYoLZ2VmzcbZxST1+Gh84vPHGGzQ3N1NYWEhZWdkNV3hLFzk5Odx33320t7czNDTE+Pg4qqqSSCTMqWNCWNHQ0BBDQ0McOnSI3bt3U1ZWRkVFBffffz/btm1jx44diyqoUgMlTdMWvee7Wsh05feNnxl9CI3334qiLPqd1JAKuObXxurIqV8b+yi73b5oPLqum+d7qZVgqbdhrLhrt9uJxWLE43E0XTODvNR9+fe//326urqW7sEQQtyUVR2OFRQUWLJyzO/3MzExQSQSIRwOE4lELB2QRaNRs39Lbm7uivQIuJHUKqdwOEwwGFwUPlhRJBLB5XKRk52DU3Va7nlqvGEwtmUwGDRfT1bbrsaYkskkiqKQmZlpycAR3n9T5/V6mZ+fZ25uzgwgrcqK+1EhboamaebJh7H6V7rRNI35+XkyMjKYnZ1l37595vTK/Pz8u1Y9dr19hBGEJRIJIpEIIyMjdHR00N3dTWdnJwMDA0xOTjI5Ocnly5fND7uuvE2jX5BxAppIJNB1HZ/Px8jICK+88gpr164lKyvLnF4J6f0BhNPppKamhu3bt9PR0cHU1BTxeBxVVYlEIrLvFquCEZS98cYbHD58mKKiIkpLS3nooYfYtn0b9WvrmZmZwak6cblczM/N4w/40TSN4HyQrKwsQqEQsViM7OxsZmZn0DSN3Jxcpi5PoWs6ubm5dHd3E41GicfjrF27lmg0SjgcJjMz0+zd5Xa7mZubW/jQQXVyeeoyGRkZ2O12xsfHKSgsQFEUJi5OmPvY2dlZMjMzicfjRKNR/H6/eXsej4fLly/j8/lQXSqTlybJzs7GbrczOTVJdlY2iqIwNTVFTk6O+d67oKCAeDzO7Owsk5OT+Hw+ANrb2zl85LBUjQmxAhR9FR5VjR3Url27cLvdi6axrTh94U1aIpHg7Nmz/OQnP6G8vNyyzVOdTidjY2P87u/+LmVlZQvftOB7TKNKbGJigoMHD9LW1kZOTo4lK4dsNhuRSITc3Fx++aO/TE7ueyuLWXS7xuNx3nrrLY4fP77waZfNgp/Gv7ftEokETz31FA0NDQsnQxbdpoqiEI1G+ed//mfGxsYWptVaaDdlUBSFcCRMRUUFf/i5P6BhXRMzMzNkZGSs9NBWnHGcEdanKAoulwsgbZvzw0KDdp/Ph81m42Mf+xgf//jHaWxsxOv1Aks/xfBGUyWNMCwWizE5OUlnZyednZ2cP3+erq4uLl++zPT0tNk3LPX2jA83jIsRiF3t79pstoWTTlUlOzub3/qt3+Lf/bt/R21tLU6n0/KVz0tB0zS6u7v5+c9/zk9/+lM6Ozux2WwEg8FV2W9PjjPvu5ePNYqikJOTQ3Z2Nrm5uZRXlOOwL9RtuN1uYrGY+eF4NBpFdanYFBuzs7MEMgIATE1OkZubi67rhEIhHA4HO3bsoLS0FE3TcDgdOOwOIpEIHq8HLakRjUbJzMo0Xz/GBw+wUOAwNze3sN/x+pibn8Nhd+AP+Jm+PI3b7UZ1qWa4pmkasWgMj8dDNBZF0zR8Ph/BYBAFheycbCYvTWKz28jNzWViYgKH3YHP52N4eJi2tjYGBgbwer3E4jFsio2enh5OnTpFKBRascdGiHRwO8eaVV05tn37dksfXM+dO8fx48fp7Oy0bPqflZVFJBKhqKiIRx55xPInFf39/fzkJz/h9ddfN6cVWI2xitYjjzzC+pb11NTUrPSQrkvXddra2jhx4gQTExMLJxhWexq8d86j6zq/+Zu/SWtr611r7nq7IpEI3/jGNzh69OjCN6y2TQGUhW3a3NSEloYVN+LeYDTnV1U1rZvzG6tXaprGgQMHaGhooLCw0AzH7tSNVpWMx+PmJRQK0dbWRkdHBx0dHZw9e5apqSlmZ2eZmZlhfn5+0bQn42KEYKnVYTeiaRqRSASHw8HExAQHDhygrq6OgoICcnNzl+S+W53NZqOqqoodO3bQ1dVFX18fsVgMl8tl9lgSYrXRdd2sKO3u7ubd0+8ufMBoU3CpLuLxuNk3zNj/2Ww2QqGQud8zvjb2McXFxXzsYx/jySefNKc/2uw2EvH3p0Umk8lFU5NdLpc5LV9VVfNro6m/0Ts4NayLxWNmkJdMJnE4HSQTSbNX4pW3AQuBXyQSARbOFc6cOcP+/fvZv38/drvd/FksFpOegkKskFUdjhkhhNVc+SbF6XRaclqlsSS48bUxB9+KYzUYc/KNZpZWrBwzpvfoLFSLGdvTap9q6+govD9VUdM0s8G91barsQ2NKSTG88CK1QKp01KNKlKv12vJE3aHw2FOpxViNTP6J6Zzc35jdUefz8elS5c4fPgwDQ0NZGRkLPqg8Fb2iTfqGxaPx83eOD09PZw5c4a2tjba2toYGRlhbm6O+fl55ufnzRNHY79stEIwTkZTq8NulVGh5nK56Onp4dixY9TW1uL1enG73bd131cbp9NJQ0MD27Zto7Ozk5MnT+JwOHC5XOZJtRCrla7rRMLvP49DwYWqKWNfYrfbzUoqRVHMogO73c78/Dx2u52cnBxzH6Oq6qLFvFyq6wN/M3WxrKt9nXqedOV1rvoB7XvfunIhrtTbMKZOGovJwPv7N6NXoxXfLwpxr1jV4ZjVpU4RsOIbF6v2bLqe1De+xomClaQ2jld4f9EAK75hv9qCBrquE41GLde3x3gDkdpfxorBGCx+rK2+DzBWfFtdewEhPujK6rF0DMdgYdqocR/feecd3njjDcrLy/H5fItOwK7lRtVhsVjMvIyNjdHW1sa5c+c4ffo03d3dzM3NEQwGCQaDRCIR84M1m81m7qeN1SnvJAy72riN+x4MBnnjjTdoamqitLSUwsJCS35QuhwKCgrYvHkz7e3t9PT0cPnyZbPqJV2f8+LelrrAR2oFqvGhnhHKw8IHqKFQyPxg0ph2fSdu9/dv9Hs2m83clzudTsLhsLyOhbCAVR2OWfXkGBa/AbVqAHWtcVl1m6a62ekYd9v1xmW17WqpXn03cK1eNGDB7XqVMVrxuQrWHZcQt0PTNHOVMCOcSTeaphEKhQgEAkxOTnLw4EEaGhrIzc1dVDVxtZD+alLDsLm5Obq6unj33Xc5c+YM58+fZ2JiglAoRDgcJhQKLarcNSonjO2+3BV7iUSCcDiMx+Ohu7ubw4cPU1dXR1ZWFl6v955ozm+z2czqsY6ODl555RV0XcflcpnNwYVIV6nvsVP3Nan7fo/HQzKZtPw+IbU6d3Z21pzyKYRYWas6HBNCCCGEMCSTSRwOh9kfJh1PNowTKpfLRXd3N8ePHzenGBoLE1zvd40wLBKJMDo6yunTpzl9+jQnT56kr6+PcDhsrrRtVGsYfX+M9gtGD7K7XWUcj8dxu90oisK7777LqVOnKC8vp6qqalH1mBVPhpeK1+tlw4YNZvVYX18fbrfbXCBBiHuRUT0WDofNxSqWqh/jcjCmXjocDjIzM6X5vhAWIeGYEEIIIdKCEdoYvT6tNkV8Kei6TjgcxuFwMDk5ySuvvEJ9fT0lJSULK3in9D3UtIWV2YxAbH5+npMnT3L27FlOnz7NmTNnmJ+fJxKJEIlEzEDRmCrpcrnMnmGJRGJJp0rejmQySTgcxuv10tPTw/79+6mtraWkpGTRiXDqNkg3iqJQX1/P9u3b6ezspLu7m0QigdvttuziT0Ist3g8zsTEBKqq0t3dbVZiWXU/YLQCSCaTaftBjhCrkYRjQgghhEgbRqNjozl/up102O12bDYbuq7j8XgYHh7mzTffpL6+Hq/Xi8PhMFc7i0ajtLW1mYHY2bNnmZiYIBKJmD+Px+PmbRp9w1Krw6y2/YwTSo/Hw7lz53j77beprq6moaFh0SJD6UxRFDZs2MCFCxfo6uri1KlT5uIEVuxvKcTdoOs6Q0NDfP7zn+drX/sa/+E//Ad+7dd+jYceesgM/K20b0gN76zaLkaIe42EY0IIIYRIG7quE4vFzGbHyWRyVZ902Gw2M7wyTqSMCipjdeETJ05QX19PIBBgdnaWtrY2zpw5w8mTJxkYGDDDMKM6LPU2jWozIwyzeqCoaRqRSIRAIMDU1BSHDx9m3bp1lJSUkJ2dvehk00onwkutqKjI7D3W3d1NMBiU5vxCvGdmZoZnnnmGZ555hoqKCn7913+df/fv/h3Nzc04HA5zmvhKMaZV2u12FEUhFout2FiEEO+TcEwIIYQQacWofHI4HKtuamVqhYPRR8u4P0bo4fV68fl8ZGRkkJ2dTWVlJZFIhH/6p3/iZz/7GcFgEJvNxtzcnFlJZNym2+02b9NYWdLKYdjVxGIxwuEwLpeL06dPc/ToUaqqqti8ebNZVWesyJ3OAVlLSwvbtm2ju7ubgwcP4nQ6cbvd0r9IiBQDAwP85V/+JX/5l39JS0sLv/qrv8rHPvYxysvLcblcuFyuu76fSG3IPzMzc1f/thDi2iQcE0IIIURaMU48XC4XDoeDeDy+0kO6JiMEMxrfK4piVm8Zq0C6XC4CgQCBQIDMzEwqKytpbGykqamJ5uZmiouLmZub4/jx47S1tfHaa6+Zt+V0Os3b1DQtbSqLYrEYHo+HWCzGa6+9RlNTE8XFxVRUVJjXSedgDMDn85nhWH9/P729vXi9XmKxmDTnF+IqjAVIvvSlL/HAAw/w9NNP88u//Mvk5eXh8Xjw+Xx3Zb+hKIpZveb1eiXQFsIiJBwTQgghRNoxmsgb1WNWCYRSQzCjSszoN2OM0W63k5GRQWZmJoFAgLy8PFpaWqivr6ehoYHa2lo8Ho/ZW83hcJCTk0M4HOaBBx7g7NmzTE9P43K5iEajaRmUJBIJQqEQHo+HtrY29u/fT1VVFYWFhR9YmCCdrVu3jtbWVnPlyng8jsfjYX5+ftVVBApxN73++uu8/vrr/PEf/zE7d+7kiSee4OmnnyYrK8v8IGK5GNP/Q6GQBGNCWIiEY0IIIYRIS0Y45nQ6V2RFMCOcuTIQA8yxaJqGzWYjIyODrKwssrKyyM7Opr6+nnXr1lFbW8uaNWvIzs42gzCHw2FOuTRuS9d1ysrK2LJlC21tbezatQsAl8uVluEYQDQaxeVy4fV6OX78OBs3bqSsrIyGhoZF0yvT3X333UdnZyd9fX28/fbbuN1u3G434XB4pYcmxKpw4MABDhw4wH/7b/+Nxx9/nEceeYTHH3+cvLw8cnNzyc7OXvK/OT8/T1dX15LfrhDi9kk4JoQQQoi0ZEwjVFUVm8227P3HrhaGXS2cURQFr9dLTk4Oubm55ObmsmbNGmpra6mpqaGuro6CggIzDDMaN9/o7/r9ftauXcv999/PuXPn6OjoMJu0W3lq6e3SNI1QKGQ259+7dy9r166lsLCQvLw8IP0b8wMUFhZy//3309PTQ39/P5OTk6iqSiwWW9Gee8bz36iQtNvtEtgJy9u/fz/79+/nz/7sz3jsscd48MEHefDBBykuLqaoqIicnJw7/huJRIK+vj7OnTu3BCMWQiwVCceEEEIIkbaMpvOqqhKJRJa0eiw1/EpdTTI1jDGuo6oqWVlZ5OfnU1hYSEVFBWvWrKG6upqqqirKy8txu91mVZjD4bhmqHO17xv3q7i4mI0bN/LII48wOjpKOBzG6/UyOzubltPsYrEY0WgUj8fD6dOnOXToEOXl5QQCAVwul3mf0z0ga2pqYseOHfT19fHKK6+gaZrZnP9uPe5XhmFGTyXjkq4VjCI9aZpmBmVer5cHHniA1tZWtmzZQmVlJRUVFWRlZd3WbU9MTPCP//iPSztgIcQdk3BMCCGEEGlL13Xi8bgZPN1pBVVqAHBlCKbr+qIwwO/3U1xcTGFhIWVlZdTU1FBZWUlVVRVVVVUEAgGzKsxut5tTLq/2N29mXLqu43Q6WbNmDQ888AAdHR288soreL3etJ5mZ6xcqes6+/fvp6Ghgfz8fNasWWP2cUv3cMzj8dDa2kpvby+Dg4OcOXMGr9drTileLqnPdyMMM14fxmISXq/XvLzzzjvLNhYhlksoFGLfvn3s27ePnJwctm3bxtatW9mwYQO1tbXU1dXh8/lu6rZisRjvvPMO+/fvX+ZRCyFulYRjQgghhEhrmqaRSCRwOp233Jz/amGYEUQBi6aMOZ1OiouLKSsrM1dOXLNmDWVlZZSVlVFQUICqqmYYdr2pksbfuR25ubk0NTXx0EMP0dbWxsWLF/F4PMTj8bSs3kkmk4RCIXw+HwMDA+zevZva2lry8/PJyMgwe7Kle0BWUVHBAw88QE9PD4ODgwSDQbPn3FItSGGsrmqEYcZz2HhN2O12AoEAGRkZBAIBSktLqayspLy8nIKCAn7zN39zScYhxEqZmppi9+7d7N69m5KSEjZs2MDGjRtpaWmhoaGBxsZGVFW95u/PzMzwrW996y6OWAhxsyQcE0IIIUTai8fj2O12c3rltVyvX5hRGWaEAk6nk8LCQkpLSykrK6OiooLa2lpKSkooKiqisLAQn8+3qDLsegHNnYY3qaFdRUUFW7ZsoaOjg+eeew5d1/F6vczNzaXl9MpIJILL5cLn83HixAmOHDlCcXExzc3N2O32eyIcA2hpaaG1tZX+/n6OHj2Koii4XK47qhpMDXON6b6p01U9Hg9ZWVnk5OSYobAx7ay0tJTc3Fx8Pl9aBrPi3jYyMsLIyAgvv/wyFRUVZji2ceNG1q9fz8aNGxdVBCcSCd566y0OHDiwgqMWQlyLhGNCCCGESHu6rhOLxXC5XDgcDhKJxKJKsCurw1KrjYwgzOFwkJWVRWVlpXkxGsAbvcQyMjLMIMy4XMtyhDVGcOHxeGhsbOT+++/nwoULvP322/j9flRVJRqNLvnfXWm6rhMMBsnIyCASifDSSy+Z0yvLysruieoxRVHIzMzkgQceoKuri4GBAfr6+lBV1XzO3wwjADZCYGOKpK7raJqGw+EgPz+fvLw8CgoKKC8vp6KigvLyciorKykoKCAQCODxePB4PDidTgBmZ2eX8+4LsaIGBgYYGBhg7969VFZWUl1dzZo1a9i2bRubNm1iy5YthEIh/uqv/mqlhyqEuIZbCse++93v8t3vfpe+vj5gofnnn/7pn/LUU08BC5/a/eEf/iE//vGPiUajfPjDH+Y73/kOhYWF5m0MDAzwyU9+koMHD+L3+/nEJz7B17/+dRwOyemEEOJeJ8cZsZyM5vxut9vsw6QoijnlLPXk3+l04nQ68fl8lJaWUlNTQ21tLQ0NDRQXF5OXl0dubi7Z2dlmiGAEbNdyt4OZ/Px8NmzYwGOPPcbQ0BCXL182K3hWchXD5RKPxwmHw/j9fnp7e9m3bx+VlZXmFD9N025YvZcOKisrzf5jk5OTZk+2ZDJ51arB1GpI41/jtZBMJonFYuTn51NcXGz+W1VVRUVFBWVlZZSWlpKZmYnb7cbtdqOqquW3sRxrxHLq7++nv7+fV199lT179lBaWmpWVB4+fHilhyeEuIZb2nuXlZXxjW98g7q6OnRd5+///u/56Ec/ysmTJ2lqauKzn/0sL730Ej/96U/JzMzk05/+NL/6q7/K66+/Diy8KX366acpKiri6NGjjI6O8vGPfxyn08nXvva1ZbmDQgghVg85zojlZlSPpU6vVBQFp9OJqqqoqkpOTg719fXU1dVRX19PdXU1OTk55sXoG2ZUnN3KqpJ3Q2r/p3Xr1jE2NkZHRwc/+9nPyMrKwu12EwwGV2Rsyy0cDuN2u3E6nezZs8esHmtqarpnqsdcLhc7duygp6eH/v5+3nrrLXObxGIxsxrSCIEdDgeapplhWDQaJScnh8LCQnPacGVlpRmElZWVkZ+fb76OjNfD9caU+q8VyLFG3C2Dg4MMDg7yxhtvkJmZKdOLhbAy/Q5lZ2frf/M3f6NPT0/rTqdT/+lPf2r+rK2tTQf0Y8eO6bqu67t27dJtNps+NjZmXue73/2unpGRoUej0Zv+mzMzMzqgz8zM3Onwl4WmaXoymdT/n//n/9EVRdHz8/N1wJKX4uJiPSMjQ9+7d6+uaZqeSCRWevNdV29vr/6xj31MV1VV9/l8K779rnZxuVx6Zmam/vTTT+sdHR16MpnUNU1b6U33Adp7/4vH4/o3v/lNvaioSPd6vbrdbl/xbXjlxeFw6A6HQwf0H/7wh3okErHudtU0XdM0fW5uTn/00Ud1m82me73eFd+GV7u43W5dURT9vvvu08+fPa2DNferK3mckUt6XlRV1fPy8vTs7Gw9Pz9fr6io0Hfu3Kl/+tOf1v/6r/9a37Vrl/7OO+/o3d3d+qVLl/RwOKzH43E9kUiY+55rXawidUy9vb36t771LX3Dhg26x+PR8/LydFVVV/xxWK6Ly+XSCwoKdK/Xq7e2tuo//elP9dHRUT2ZTOqJRMJSj9Nyicfj+vHjx/Xf//3f1ysqKnSfz6fn5OToGRkZenZ2tvm1z+fTXS6XnpWVpTc1NelPPPGE/olPfEL/0z/9U/3//X//X/3FF1/U33nnHX1sbEyfnp7Wg8GgHovFbus1YPX373KskYtc5CKX9LnczrHmtut+k8kkP/3pTwkGg7S2tvL2228Tj8d5/PHHzes0NDRQUVHBsWPH2LFjB8eOHWP9+vWLSpI//OEP88lPfpJz586xadOmq/6taDS6qD+G9CwQQoj0J8cZsVxisRg5OTk89thj1NTU0NTURGlpKYFAAL/fTyAQwOl0LqoKW85G+sshtWl6WVkZGzdu5JFHHqG/v59YLGauXqmnYXP+aDRKJBLB7/dz5swZDhw4QHl5OVlZWTidzrSvHoOFJvr19fW0trbS3d3NsWPHzOnD4XAYu91OXl4eZWVlVFVVUVVVZa6qaiwoEQgEFk23tFqF5FKRY40QQgi4jYb8Z86cobW11XzT8fzzz9PY2MipU6dQVZWsrKxF1y8sLGRsbAyAsbGxRQcR4+fGz67l61//Ol/+8pdvdahCCCFWITnOiLshEonwK7/yK2zatAmv14vL5VrUL2y1hWFXkzq9cv369QwMDNDW1sarr75KIBDA7Xbf0SqGVjY/P4/T6cRms/Hyyy/T0tJCfn4+1dXVaTu90gg6dRb+9Xq97Nixg/PnzzMwMMDY2Bhr1qyhsrKSmpoaKisrKSkpoaSkhLKyMrKzs81tdr3FJNJlu8mxRgghRKpbDsfq6+s5deoUMzMz/OxnP+MTn/gEhw4dWo6xmb7whS/wuc99zvzv2dlZysvLl/VvCiGEWBlynBF3w9DQELt37+aJJ5644XXTIQzIyMigpaWFnTt30tfXx8jICB6Ph1gslpbN+TVNIxgMkp2dzaVLl9i7dy91dXVkZ2eTmZmZNs35dXQW/r+4AlBBMXuLNTQ08LGPfYxAIEB5ebkZiBUWFuLxeBb1zkvX6rCrkWONEEKIVLccjqmqypo1awDYvHkzJ06c4Jvf/Ca//uu/TiwWY3p6etEnLePj4xQVFQFQVFTE8ePHF93e+Pi4+bNrcblcuFyuWx2qEEKIVUiOM+Ju0DSN73znOzz++ON85CMfWTS9MJ2CgNTplevWrWN4eJjt27fz7LPP4nQ607o5fyQSIRwOo6oqBw4coLm5meLiYrKyslZt9djVwjAFxfx3amqK8fFxLl68yMjICAMDA4yMjFBTU8POnTtZt27dwnVvEIYZ10lncqwRQgiR6trrjd8kTdOIRqNs3rwZp9PJgQMHzJ+1t7czMDBAa2srAK2trZw5c4aLFy+a19m3bx8ZGRk0Njbe6VCEEEKkITnOiOUSi8X4m7/5GyKRyE2FBaudzWajubmZBx54gC1bthCNRnG73aiqutJDWzbBYBBVVbHZbOzfv58LFy4wNjZmhoZW7Lmmo5tjMy6arqHp2sJ/vxeMKSiEgiG6uro4+vpRnnvuOX70ox/xve99j7/6q7/iz//8z/mzP/sz/u7v/o4DBw4wOjrK7OzsNfvo3UwFWTqTY40QQtzbbqly7Atf+AJPPfUUFRUVzM3N8eyzz/Lqq6+yZ88eMjMz+U//6T/xuc99jpycHDIyMvjMZz5Da2srO3bsAODJJ5+ksbGR3/7t3+Yv/uIvGBsb44tf/CKf+tSn5FMUIYQQcpwRd5Wu67z00kt873vf47/+1/+atoFAavVYcXEx69evZ8eOHXR1dRGPx3G73WnbnD8ejxMKhfB4PFy4cIGDBw9SWVlJdnY2qqqa93klH3ujGiz1vxWU96vDdEBZCMOi0SiXLl1ibGyMkZERxsbG6O3tpb29nd7eXnp6esxA0OVykZubi6IovPvuu7z22mtUVFTg9/txON4/BUjX5/31yLFGCCHElW4pHLt48SIf//jHGR0dJTMzk5aWFvbs2WP26/if//N/YrPZ+NjHPkY0GuXDH/4w3/nOd8zft9vtvPjii3zyk5+ktbUVn8/HJz7xCb7yla8s7b0SQgixKslxRtxt8Xic73//++zcuZP169ev9HDuiubmZnp7e2lra+Pw4cPmggSRSGSlh7YsjOb8APv372fDhg0UFBRQVlZmXuduT7G8MhAzv7fwhfm1pmnMzs4yMjLC6OgoIyMj9PX10dPTQ09PDx0dHUxOTuJ0Os1LXl4e8XicWCzGzMwMbrebZDLJgQMHWL9+PTk5OeTl5Zn3eTVOL71TcqwRQghxpVsKx77//e9f9+dut5tvf/vbfPvb377mdSorK9m1a9et/FkhhBD3CDnOiLtN13U6Ozv5x3/8R772ta8tqqhJJ6khiN/vp6WlhYcffpi+vj5GR0fN6rF0bM6v6zrhcJjMzEwmJiY4ePAgdXV1ZGRkkJGRcVfCoeuGYQv/gaZroC9M9x0dHWV4eNj8t7u7m66uLvr6+hgYGEDTNDMMy8nJQdM0YrEYoVCIWCyGpmkA5qqTbreb/v5+Xn/9dWpqavD5fLjdbuDerByTY40QQogrpec7QCGEEEKImxSNRvnBD37Ao48+ylNPPZX2YYHNZqO+vp6NGzdy+vRpBgcHsdvtqKpKOBxe6eEti0gkgqqqKIrCoUOHaGpqoqSkhEAgALDkFVQ3CsN0XUfTNDRNQ9d0JiYmGB0dZXR0lKGhIfr7+80Kse7ubrP6zel04vP5gIWqx2g0yvz8PIlE4qrj0DSNSCSCw+EgGo3yyiuv0NDQQFFREUVFRfd09ZgQQgiRSsIxIYQQQtzz5ufnefbZZ9mxYwc5OTkrPZxlkdp7zOFwsH79eh544AF6e3u5cOECbrebRCJBPB5f4ZEuvdTqsWg0yuHDh2lubiYrK4vc3Nw7DocW9Qe78nvv/X0tqZHUkiQTSWZnZxkeHmZsbMysDuvq6mJwcJD+/n5z0QCHw4HD4SAzM5NkMkk8HiccDt/SY5RMJonFYrjdbsbHx3n99depr6/H7/fj9/slGBNCCCGQcEwIIYQQgmg0yu7du/nhD3/I7/3e76XtCo5GQGaz2SgqKmLTpk20tbUxODhIOBzG5XKRSCTStjm/UUF27tw5Dh8+TGVlJYFAwGyifitB0XUb6esLoVQimSCRSBCcDzI+Pm5Who2MjNDf309/fz/Dw8OMjIwQjUZxOBzY7XZ8Ph+6ri8Kw4ypkrdK13XztpPJJG+99RbNzc2Ul5fj8XjMqcQSkgkhhLiXSTgmhBBCCAHMzMzw05/+lNbWVrZs2bLSw1l2TqeThoYGtm/fTmdnJ2+99RYOhwNVVYlGoys9vCWn6zqhUAi73U4oFOK1116jubmZvLw8ioqKsNls151ieLWpkub3WZjCGI/FicVjxKIxLl26xNDQEMPDwwwNDdHX18fIyAgjIyMMDQ0xNzdnhmFGIBaPx80VNq81VfJ2JJNJIpEIPp+PsbExjhw5Qn19PdnZ2WRlZQFLP7VUCCGEWE0kHBNCCCGEABKJBGfOnOGnP/0pa9asMUODdJMagmRmZnLffffR09PD0NAQo6OjqKpKIpFIy+b8RuN6j8fDwMAAhw8fprq6moyMDLOXV2o4dL3eYbquE4/FicaixKIxZmdnGRoaMi/9/f0MDg4yNjbG+Pg4ly5dQlEUs0m+z+czp0pGo1Hi8fiyVuwlEgtVbA6Hg7Nnz3Ls2DEqKirw+Xzmap4SjAkhhLhXSTgmhBBCCPGe6elpXnjhBR588EGefvppbDbbSg9pWamqSnV1NVu2bOH8+fNMTEygaRqqqhKJRNJueqWu62aD+ng8zhtvvEFDQwNlZWVUVFRgt9sXX/+KZCwRTxCOhIlEIoRDYcbGxhgcHFwUho2PjzM+Ps7FixeJx+PY7XZsNhuqqqJpGolEglgsRjKZvKsBpNGc3+fzcenSJQ4dOsTatWspLi4mPz8fkOoxIYQQ9y4Jx4QQQgghUgwNDfH888+zfv16qqqqVno4yyK1Ob/X66W5uZkHHniA/v5+urq6UFWVeDy+pFP7rELTNKLRqBkSHT16lPr6erKyst6vFnwvG0omkoTDYULhEKFgiMuXLzMwMMDAwABDQ0MMDg4yMjLC1NQUly5dYn5+HkVRzIvR58vYlitdjWcsuKCqKj09PRw9epQ1a9YQCATweDwSjAkhhLhnSTgmhBBCCJEiGAyyf/9+Nm3axO/8zu/g9/tXekjLwgjI7HY7hYWFbN68mba2NkZHR5mfn8flcpFMJtOuesxuty8KsM6cOcPRo0eprKzE6/WSTCYJhoIE54NMTU0xMjLC4OCguZLkyMgIly9fZmZmhtnZ2UWN8m02m1kRZlystP1SK+ei0ShHjx6lsbGRkpISqqqqzMo5CcmEEELcayQcE0IIIYS4wtjYGC+99BLbtm1j+/btKz2cZefxeKirq+P++++np6eHU6dOYbPZcDqdxGKxlR7eHbHZbGbTe4fDYU6VNVblTCQStLe3c/LkSebn55mdnTVXkuzv72dgYIC5uTnm5+eZmZkhkUgsqrwzpkpqmkYymbztVSXvlmQySTQaxev1MjIywuHDh6mrqyMnJ4esrCxzNVMJyIQQQtxLJBwTQgghhLhCPB7nzTff5Be/+AXV1dUUFBSs9JCWhRHy2Gw2cnNzue++++jq6qKvr4+JiQlcLpcZ/KwWxnRGIwyz2+3ouo6u62iahqZpZGdnk5ubS35+PqWlpdTV1ZFMJjly5AgHDx5keHiYSCRCMBgkEomgKAqappm3Y2wTIxBbbWKxGE6nE7vdzptvvkl9fT2lpaW0tLRIMCaEEOKeJOGYEEIIIcRVTE9Ps3fvXj70oQ+xc+fODzRrTzeqqlJRUcG2bdtoa2vjyJEjJJNJXC4X4XB4pYd3TYqimEGYw+HA6XSawZWxOqXP56O4uJiCggIKCwupqqqivLzcvOTk5DA/P8+hQ4cIhUIMDg7i9XrNXmFGGGYEbFaaKnk7Uvuuzc/Pc/DgQZqamiguLqawsNAMxyQkE0IIca+QcGwZXLmykVWtljc7xvZUUMxPbFcbS765XH2bUQgh7rq2tjb++Z//mdraWmpra1d6OMsidYpgIBBg3bp13H///XR1dTEwMIDL5TJXV7SKK8MwRVHMHl/hcBiXy0VxcTFFRUWUlpZSUVFBWVkZ5eXllJSUUFhYiN/vR1VVVFXF4XCQSCSYmZmhvb2dgYEB5ufnAYhGo5a670slHo8Ti8Vwu910dnZy8OBBqqurycrKwuVyWfO9ixBCCLFMVnU4Znx6ZzXGmwnj4vf7LRnoKIqCx+MhGAya37PqNoWUkOy96RKZmZl4PJ4VHtUHORyORVMvUnuSWI6ysF2N56rH48Hn81nu+Wr0h4lGo+b0GE3XsGGz3FhTe7U4nU48Hg+BQACv17vSQ/sAh8PB5elpVFVd6aEIYVnhcJi9e/eyY8cOM1BJR6nN+UtLS9myZQttbW2MjY0Rj8dxu92EQqEV2+cax36n04nT6cRms5lTGqPRKLquU1RURFlZmdlcvrS0lOLiYkpLSyktLSUzMxOn02mGasaxxbhPTqeT+vp6tm/fTkdHB6+++ipOpxNVVS1dOXe7dF0nHA7jcDjQdZ1XXnmF9evXU1RUxJo1a1Z6eEIIIcRdtarDMbBm9ZPxBtMo5x8aGrJmMMLClBGv12tuR6tPGdF1nXg8TjgcJhaLWS4YgcX9W+x2u/nm26ocdgeRSIRYLMb09PSiCgKrMJ6fmqZhs9kWtq3Nms9VY6wul4v29nbC4bB54mY1Rg+dU6dOWXJ8QljF8PAwL7zwAq2trTQ1Na30cJadx+OhtraWBx98kK6uLk6fPo3b7TYrje4WIwwz/oWFJvqxWIxEIkFmZiZ1dXVUVFSYFyMcKy4uJj8/f1HfsWsdj1PfS2ZkZLB+/XoeeOABent7GRgYwOPxmNMr040xvTIQCDA1NcX+/ftpaGggJyeHnJwc87hrxffbQgghxFJa1eHYv/zLv+B2u2/7pO5qIcCdBAOpvRmSySQej4e//uu/tmwwBphj7e3t5fnnn7f0WAGCwSCPPPIIjz/+uGXHajwP4vE4Bw8e5OTJk9cc690Moq71fNc0DZfLxZ/8yZ+YVVlWZLPZSCQSXLp0ieeff96szoL3T2xS/zv1flxrO9/s9a513dS/eeV1Y7EYv//7v4/X67X8c9Xlckn1mBDXoWkae/fuZevWrRQXF5OTk7PSQ1oWqe9jSkpK2LhxI62trZw/f96cfrec4ZjNZjOnOKqqis1mM0Op+fl5VFWltLSUyspKampqqK6upqyszKwOKy4uNpvMGx+kXO++Xsm472vXrmXr1q10dHTQ3d2NzWbD4/EwNze3bPd9JUWjUXN66auvvsq6desoLCwkNzfXrICXcEwIIUS6W9Xh2O/93u8tOkG2EkVR+Id/+AeefvrplR7KDYVCIb72ta/xne98Z6WHckP19fV85zvf4b777rPk455q3759/Mmf/AldXV0rPZQb+uxnP8v/9X/9X2RmZq70UG7od37nd3j55ZfvavXC7Tp27Bhr1661/EmFoiiMjgyt9DCEsLRYLMZLL73E//F//B9kZWVZvir4TtlsNiorK9mxYwfnz5/n8OHD5lTxpZpiqCjKojDM6XSalWGhUIhkMkleXh5r1qyhurqaqqoqKisrF02XDAQCZmWTcbnW37pZdrudpqYmtm3bRnt7OydPnsTv9xOLxYhGo0ty363EmF6ZmZmJw+Fgz549bNq0icLCQkpLSyUgE0IIcU9Y1eFYRkaGJd+c+v1+urq6zDd9iUTCstMVdV1HVVUURSGRSFBcXGzJ0MHoNWIsp2709bLa458a2NkdCy8vVVXxer2WDPPsdjuzs7PEYjFz6glYb7qy8aY8Ho+TnZ1NPB4nIyPDcuMEzNeSUTGmqqrlTyqsPDYhrOTEiRP8zd/8DX/2Z39GYWHhSg9nWaRWyWZnZ1NfX8/999/PuXPnmJiYwOPxEI1Gb7si1ugZZvTy0jSNeDxOJBJhdnYWv99PbW0t1dXVrF27lqqqKkpKSigtLaWoqIjc3FzzfYsx3uvdl9u970VFRWzatImOjg46OzuJRCJ4PB7LtnS4U0bLCq/XS3d3N7t376aqqoq8vLxVcRwTQggh7tSqDsfGx8ct2R+ppKRk0X9buVdD6rg0TWNmZobp6emVG9A1OBwOsrOz8fl85pituF1Tp9opLGzTSCRCKBSyXOhos9lwu91omrboJMNq2xRY9Jgnk0l0XWdubm5Fm0Nfi8vlIh6Pk5uba/ntKoS4Nbqu84tf/IInnniCj3zkI7hcrpUe0rJIfW9VVVXF5s2bOXfuHM8//zwAXq/XXMnxRoypksbF+KDDqA4DqK2tNadJ1tXVmatJFhcXU1xc/IEFTZaiOuxaUu/7+vXr6e3tpaOjg7179xIIBPB4POa4000oFEJVVdxuNy+//DL33XcfBQUFrF27dtECQ3I8E0IIkY5WdTgGV+/3Y0VWfCOxWrbd9Vhtu15rm1pxW19vTKthu6a+UbeSK1cpBW6qwkEIsTqMjo7ywx/+kAceeID8/Py0f1273W7q6up45JFHaG9vp62tzawei8fjH7i+oiiLKsOMSu9YLMbc3BzxeJzi4mI2bdrEmjVrqKmpMZvoFxUVUVhYuKin240qlpZz+3u9XjZs2EBvby/d3d0MDAzg9XrNBQHSjTG9Misri+npaV5++WUaGxvJyckhNzfXkhX7QgghxFJZ9eGYEJZivEe3XmYjhBBiifz85z/nQx/6EP/pP/0nXC5XWgZkqRVUlZWV5gqOZ86cIR6P4/V6mZmZARam6Bs9w4zqsFgsRiwWIxgM4vf7qauro7a2lvr6eqqrqykuLqagoMAMxa5lJcKY1Pu+bt06BgYGaG9vp6Ojw+y7lq7N+Y1qd5/PxyuvvML69evJz88nLy8PQKrHhBBCpC0Jx4QQQgghbtGzzz7LL/3SL1FeXr7SQ1k2Rkik6zpr1qwxV648cuQI2dnZOBwOdF3H4XCQSCRIJBKEw2Fztcu1a9dSU1NDTU0N5eXlFBcXm9Ml3W73Nf+mFaQGZBs2bKC7u5vOzk7efvttAoEALpcrLZvzA4TDYVwuFz6fj5dffplNmzZRUFBAWVmZ9B4TQgiRtiQcE0IIIYS4RUePHuWb3/wmX/7ylxf1w0wnqdPDc3JyaGxs5KGHHuLcuXPMzc0tBESxhemVWVlZVFdXU1tby9q1a6msrKSoqIiioiIKCgrIzMy85uJEVt12RkBWVFTE5s2b6erqoquri1AohNvtJh6P3/bCBFYWj8fN6rG+vj527dpFVVUVubm5eDweqR4TQgiRliQcE0IIIYS4DT/60Y944oknePLJJ9MmKLhWj0eA6upqWlpaePjhhzl48CA1tQtN9Guqa6itraW4uJi8vDzy8/PJz8+/7oIFq217tbS0mL3H9u3bh9PpxO12p31zfo/Hw4EDB8zqsbq6usWLD62yx1EIIYS4FgnHhBBCCCFuw+joKM888wxbt24lJydnVQYF11vYJJlMmtMlE4kEFy9eJBaLsXnzZu6//36qa6oX+lHl5pGbm0tGRsY1b2s1bht4v3rM4/GwefNmBgYG6O3tpaurC4/HQzwev+rCBKudruuEQiGysrKYn5/n5ZdfpqGhgezsbPLz86U5vxBCiLQj4ZgQQgghxG36xS9+wWOPPcbv//7vY7PZLB8CXS8M03WdeDxOLBYjHo8zPT3NyMgIw8PDDA4O0tfXx/DwMEVFRXzkIx9h52M7UVUVHR2Fxffb6tvhdtTV1bFlyxY6Ozvp6+sjkUjgdrtJJBKWXD35TsViMXMK6YkTJ9i7dy8lJSVkZWXhdDpleqUQQoi0IuGYEEIIIcQd+Nu//Vsee+wxGhsbV3oo13St6ZKJRIJYLEYkEiEYDDI+Ps7AwIAZiA0MDDA6Osr4+DhjY2NomkZ2djYVFRXU1NRQX18PgGJT0jYkSW3O39LSQk9PDz09Pbz55puoqorL5SISiazwKJeeruuEw2FUVUVVVQ4ePMiGDRvIz8+nrKwMRUnfx1wIIcS9R8IxIYQQQog7cPLkSf7H//gf/NVf/RU5OTkrPRzg2hVimqYRDoeJRCKEQiGmpqbMIKy/v5/BwUGGh4e5ePEily5dIhgMmiGI0+nE6/UyNTXFrl27qK2tXZhWmZdn/s10D0tyc3PZunUr3d3d9Pb2cvHiRVRVJR6Pk0wmV3p4Sy6RSJjN+YeHh9m9ezc1NTVkZ2cTCASkekwIIUTakHBMCCGEEOIOvfDCC+zcuZPf/M3fXJG/f71pfaFQyLzMz88zNDREf3//on8vX77M5OQk09PTaJpmBmJ2u51kMkk8HiccDpNIJPB6vZw6dYpXX32VsrIy/H4/brf7nglK1q5dy7Zt2+jp6WHfvn1ommY250/H6ZXRaBRVVXE4HJw4cYKjR49SUlJCbW2tTK8UQgiRNiQcE0IIIYS4Q1NTU3zrW99i69atrF27dtn/3vVCmGg0yvz8PMFgkNnZWUZHRxkYGDDDsP7+fi5fvszs7Cyzs7NEIpFFwYYx3TKZTJJMJtE0zfxZMBhEVVUURWHPnj3U19eTn5/PmjVrzOulY0hiTK1UFAW3282WLVvo7++nr6+P06dP43a7cTqdxGKxlR7qkjOqDTMyMpifn2fv3r2sXbuW7OxsCgsL74mKQSGEEOlPwjEhhBBCiCVw/Phx/v7v/54vfelLOJ3OJb3t64VhiUSC+fl5ZmdnmZub4+LFiwwMDJhBWE9PDzMzM+Z1gsEgdrvdvN3UMEzTNDRNu+bfSyaTBINB/H4/IyMjvPzyy9TW1pKXl0dmZqZ5e+kcliiKQnFxMVu3bqWjo4OhoSHm5uZwuVwkEolFYWK6MCoHXS4X7e3tvPLKK1RXV5ORkYHH45HqMSGEEKuehGNCCCGEEEtA13WeffZZHnzwQZ566qklub2rMSp5ZmdnmZ6eZnJykqGhIXp6esxqprGxMXMqZTAYxGazmaGXoijEYjE0TTMDsVuZDhiJRHC5XPh8Pt5++22OHDlCSUkJTU1NOByOtA3HUhvz2+12Ghoa2L59Oz09PRw7dgxFUVBVNW2b8xvTKzVN44033qClpYXCwkJKS0vNsFUIIYRYrSQcE0IIIYRYIgMDA3z729+mqamJioqKW/79a4VUiUSCqakpLl++zNTUlDlVsre3l56eHgYHB5mdnSUajRKNRs0KLiP8isVii4KwO6lu0nWd+fl5srKyiEaj7Nq1i4aGBnMVw3SuHkudXpmVlcW2bdvo7Ow0FzNwOp0kEgkSicRKD3XJpTbnHxkZ4cCBA9TV1ZGZmWlWDYJUjwkhhFidJBwTQgghhFgimqbx+uuv8/zzz/Nf/+t/veH1r1exdfnyZS5dumT+OzAwQFdXF319ffT29nLp0iUSicSilRKNPmGp/cLuNAy7GiMoCQQCDAwM8Morr1BTU0NGRsY9s4qhzWajvLzcrB67fPkykUgEVVVJJpNp2Zw/Ho+TSCRwOp2cPXuWN954g/Lycjwez6KpxOn8uAshhEhPEo4JIYQQQiyhmZkZvve979Ha2sq2bdsW/ex6gcnc3ByTk5NMTk4yMTHB8PAwvb299PX10dXVxeDg4KK+YLAQxhn9wox+V7c6TfJ2hcNh3G43NpuN/fv3s27dOgoLC8nIyLhnmvN7vV42b95Md3c3XV1dnDlzBpfLhcPhIB6Pr/RQl5wxpddutzMxMcH+/fupq6sjPz+f3NzclR6eEEIIcdskHBNCCCGEWEK6rjMwMMCPfvQjNm7ciKqqVw2rotEoly5d4uLFi1y6dInR0VG6u7vp7e2lt7eXrq4uM2BJnaZoTNszKsaMaYx3m67rBINBMjMzCYVC7Nu3j8bGRnJycsjLy0vr6ZUGm81Gbm6u2Zx/fHyc6elpXC7XB1b6TBfJZJJYLIbL5aKnp4fXXnuNNWvW4PV6cbvd5vWuXAE1HSvphBBCpA8Jx4QQQgghllgoFOLnP/85ra2t/Nqv/RqwECrMzMxw8eJFxsfHGR0dpb+/n87OTjMUm56eRlEUFEXBZrNht9uJx+PmdLZ4PG6poCEajZoN+s+ePcvhw4epqKggMzPznmnOr6oqa9euZdu2bbS3t/P222+jKApOp5NoNLrCI116mqYRjUZxOp2EQiHefPNNWlpaKCkpobCwEJvdBtZ4egohhBA3TcIxIYQQQohlMDY2xve//32Ki4tRVZWRkRGziX53dzcdHR2Mjo6iaRp2ux2Hw4Hb7TZDsEgkQjwev2vTJG/X/Pw8DocDTdPYu3cvzc3N91xz/uzsbLZs2cKFCxcYGBhgbGwMVVXNKa/pJpFIEIlE8Hg89PX18eqhV83m/D6fb9F1k8kk8Xicufm5FRqtEEIIcWO2W7nyd7/7XVpaWsjIyCAjI4PW1lZefvll8+ePPvqo+Wmncfkv/+W/LLqNgYEBnn76abxeLwUFBfzRH/1RWq7oI4QQ4tbJcUakk3g8zhtvvMHXvv41/ve3/zdf//rX+e///b/zzDPP8OqrrzI+Po7L5cLj8QALPbympqaYmppibm6OSCSyKhq7a5pmVo+Nj49z+PBh+vv7mZ2dBe6NKXUOh4PS0lK2bdtGS0sLHo8Hm82GqqppFwwqioLdbjf/BThz+gynTp1ibGyMeDxOLBZjfn6e6elpxi+Oc/DgQf72b/92hUf+PjnWCCGEuNItVY6VlZXxjW98g7q6OnRd5+///u/56Ec/ysmTJ2lqagLgd3/3d/nKV75i/o7X6zW/TiaTPP300xQVFXH06FFGR0f5+Mc/jtPp5Gtf+9oS3SUhhBCrlRxnRLqZnZ1l/779+P1+M0gIZARIxBPEYjHC4bA5VXI1C4fDZm+1AwcO0NjYSHFxMRkZGeZ9S8cKstTpldnZ2WzatImOjg7Onz/PwMAATqeTWCy26qvH7HY7NpvNvBgLQczNzeF0Ounu7mb37t2Ulpbi9/sZGBjg7bff5vTp05w5e4ax0THm5+dX+m6Y5FgjhBDiSrcUjv3SL/3Sov/+6le/yne/+13eeOMN80Di9XopKiq66u/v3buX8+fPs3//fgoLC9m4cSN//ud/zuc//3m+9KUvoarqbd4NIYQQ6UCOMyIdGU3ZHQ4H8/PzZkVYOtF1nXA4TEZGBuFwmMOHD9Pc3ExWVhZZWVlAeq5ceaWCggK2bNlCW1sb09PTRKNR3G43oVBoVQWgqUGYzbYw0cRYETV1pU6v10tGRgbZ2dkUFBTQ1tbGc889x6FDh8yea8Zz3kqPvxxrhBBCXOmWplWmSiaT/PjHPyYYDNLa2mp+/4c//CF5eXk0NzfzhS98gVAoZP7s2LFjrF+/nsLCQvN7H/7wh5mdneXcuXPX/FvRaJTZ2dlFFyGEEOlNjjMiXWiaxuzsLDMzM2YPsXQUi8XMBvRnzpzh2LFjjI2NLZpqtpoCoptlTLsD8Pl81NfXs3XrVsrKykgmkzgcDrNq0KqMKZJOpxO3242qqtjtdnRdNx9Xp9NJdnY2ZWVlNDY28sQTT/DpT3+av/iLv+Cf/umf+N//+3/zkY98hKqqKjweDxMTE2YoaNymFcmxRgghBNxGQ/4zZ87Q2tpKJBLB7/fz/PPP09jYCMBv/MZvUFlZSUlJCadPn+bzn/887e3tPPfcc8BCY9rUgwhg/vfY2Ng1/+bXv/51vvzlL9/qUIUQQqxCcpwR6UjTNDMoSSaTaVc5BgvBVygUIhAIMDs7y6uvvkpjYyN5eXnk5+ebFUfpOL0yVVFRkdmcf3R0lPn5edxuN8Fg0DLhoLEa6pVTJY3pkslkErfbjT/gx+f14ff7KS0rpbmpmebmZjZs3EBlZSVOp3Ph4nDicDhoaWlheHiY7u5u9u3bh91uJ5lMEgqFLPecl2ONEEKIVLccjtXX13Pq1ClmZmb42c9+xic+8QkOHTpEY2Mj//k//2fzeuvXr6e4uJidO3fS3d1NbW3tbQ/yC1/4Ap/73OfM/56dnaW8vPy2b08IIYR1yXFGpKtkMmmuSmn1FShvVzKZJBaLmasYHj16lJqaGnw+n7nwQLoGY0bw53Q6qa6uZseOHXR2dnLixAnsdjuqqpqVdSsxtisDMXg/tE0kEjgcDjIyMvD5FsKwrKwsNmzcwLqGdaxbt46m5iY8Ho8ZhDmdzg88lm63mw0bNtDR0UFvby/t7e2oqorNZrNcOCbHGiGEEKluORxTVZU1a9YAsHnzZk6cOME3v/lNnnnmmQ9cd/v27QB0dXVRW1tLUVERx48fX3Sd8fFxgGvO6QdwuVy4XK5bHaoQQohVSI4zIl0ZVTlOpxO73Z6WK9vpuk4kEsHpdDIzM8OhQ4eor6+npKQEj8dzz1SPFRYWms35L1y4wOXLl3G5XHdtWq2xbY1VJW02G4qimH87mUyafcMCgQCZmZlkZGRQX19P8/pm6uvrqV9bT25erhmG3Wh6qPE3a2traW1tpauri+7ubhKJBG63m3g8vuz3+1bIsUYIIUSqWw7HrqRp2jU/BTt16hQAxcXFALS2tvLVr36VixcvUlBQAMC+ffvIyMgwy5iFEEKIVHKcEenEmFppVI+lY/8x4zXr9XoZHx/n2LFj1NfXEwgECAQCaR2Mpa5eWVFRwdatW2lvb+fAgQNm763U3lVL+Xfh/Ub6qX3QdF03L6qqkpmZubBQQnYWVVVV1K+tZ239WhobGykpKUFVVRx2h/k8vdHfvJqmpia2bt1Kd3c3x48fx+Vy4Xa7iUQiS3vHl5Aca4QQ4t52S+HYF77wBZ566ikqKiqYm5vj2Wef5dVXX2XPnj10d3fz7LPP8pGPfITc3FxOnz7NZz/7WR5++GFaWloAePLJJ2lsbOS3f/u3+Yu/+AvGxsb44he/yKc+9Sn5FEUIIYQcZ0Ta03WdeDxuVo8ZoUU6MZq4O51OEokEb7/9NuvWraO8vHxhWp7TaV4vHUMyIyALBAI0NTWxfft22tvb6enpQVVVYrHYHVcNpoZhqVMmr9ymNpuNjIwMcnJyyM3Npbi4mLq6OtbWr2VN7Rqqa6rx+/04HU5zyu+1HpNbeazy8vLYvn07XV1d9Pb2cvHiRVRVtUw4JscaIYQQV7qlcOzixYt8/OMfZ3R0lMzMTFpaWtizZw9PPPEEg4OD7N+/n//1v/4XwWCQ8vJyPvaxj/HFL37R/H273c6LL77IJz/5SVpbW/H5fHziE5/gK1/5ypLfMSGEEKuPHGfEvSC191gymUy7cAwW7mMkEsHn8zE+Ps7rr79OfX09ubm55OTkANwT0yvLy8vZsmULXV1djI+PE4lE8Hg8zM/P39LjbgRgV7sY29AIyDweDwUFBeTl5VFQUEB1TTW1NbXU1NSwpm4N+Xn55hRJh8Nh9h+71t+9XQ0NDezYsYOenh72799vqSpJOdYIIYS40i2FY9///vev+bPy8nIOHTp0w9uorKxk165dt/JnhRBC3CPkOCPuFYlEwgwn4vF4WgZk8XjcbPR+7tw5jh07RkVFBX6/H1VVgXujOX9DQ4PZg+vo0aNm36nrVVFdKwi78uc2mw1VVcnPz6ewsJCCggKKi4upb6insqKSyspKyivKcblcC883u8OsNrve314KbrebrVu30tPTw8DAgDk10QrkWCOEEOJKd9xzTAghhBBC3JrU5vzJZNJyK/ktBaM5v8/n4/Lly7z22musXbuW0tJSs2n5vVA9VlBQwKZNm+jq6qLz/9/e/cdEfd9/AH/e7wPx7sAD7vgpclQL/pw/EJe5JRKr2/r7j65rMtstNu1ssiVds7bL5rZ/XLJkybIs/WdZ+88ysy21XTY17bDY2qJWA0WgIiAddRFRKL/kfn9e3z/ofb5ePRQr8Pm8j+cjIbHcB/u89328J7z4/OjpwbVr1/QL1N/4ut94imRqPW5cH5vNBqvVCrvdjmXLliEQCCBYEkRpaSlqQjWoqKxAaUkpSktLsdSzFDabDTarLe3ulJnM59pXVFRg27ZtuHjxIvr7+zE8PDxv/y8iIqK7weEYERERkQFSR485HA5ompaVR48lEgnEYjG43W709/fjgw8+QHV1NbxeL3Jzc7N6MHbjxfmrqqqwefNm9PT04MiRIwCA3NxchMNhfdsbtwemT91LHV2Yl5eHkpISlJeXo6ysDDU1NSgrK0MgGEBZaRny8/Nhsxs/DMtkzZo12Lp1K3p6etDU1LSg/28iIqLZ4nCMiIiIyACpi/M7nU799MpsIyKIRqP6xflbWlqwatUqlJWVIRQKwWaz6dtl45AsNfBasmQJ1q9fj4sXL6K3txfnzp1Dbm4unE6nflqt1WrVb9TgdrtRVFSEiooKLF++HKGaECorKxEIBFBcVIzCwkI4XU7YrDb99Mq5uJD+fPB4PNi2bRs6Ozs5HCMiItPicIyIiIjIIKlTKlOnV5rpouVzJXVx/ry8PAwNDeHEiRNYuXIl/H4/CgoK9MFQNg7IUkeCiQiCwSA2bdqETz75BJcvX8Znn30Gt9sNh8MBu90Oj8eDUCiE5cuXozpUjVAohOKiYvgL/SgqLEJubi5sNvMPwzJZvnw56uvrjY5BREQ0Iw7HiIiIiAwUj8f10yuj0ajRceZFLBZDLBaDzWbD6dOn9WuP5efnZ911xzKdHpsaaNXW1mLTpk366ZUbNmzAqlWrpgdi1dUoryhHfn4+CvIL4PV54bA79K9N/T0zMfP6ORwObN682egYREREM+JwjIiIiMhAqdMr3W43kskkEomE0ZHmXOri/EuXLkU0GkVzczPq6upQUlKC0tJSpYdjt7pWXOr1TH1cunQJExMTaGhowM6dO7F161bk5eXB4/XA6/HC7XbDYrXAgpvvUPlFqq2Xz+czOgIREdGMOBwjIiIiMlgikUA8HtdPr8zGi/PH43FEo1Hk5OSgr68Pzc3NqKqqwrJly+B2u5UZkN3qtUkNOhPJBBLxBEY+G8GFCxfQfb4bvb29uHDhAi5cuIDt27fje9/7Hurq6uB2uwEg64ZhREREKuFwjIiIiMgEUkePORwOxGIxo+PMi6mpKdjtdthsNhw7dgx1dXUIBoOora2FiJh2QHargVgikUA8EUcikcD1yesYGBjAx+c/Rse5DpzrOIehK0MYHx/HxMQENE1DJBLBW2+9hQ0bNqC8vByhUCjjtebMuA5ERETZSunhmNvt1i/gaiapOy+p+E2N3W5HTk6O0TFuYrPZbnlbctP4wq6Yuk6I3W6H3W6+f24q/gCW+ndl5n01kUjApsL+SkSmomkaEokEnE4nEolEVl6cP3V6pc/nw/j4OJqamnDvvfeisLAQfr8fmqbd8mLzC5lzJqlTJeOJOGKxGEZGRtD+UTu6urrQ3t6Ovr4+jI+PY3JyEpOTk/p15CwWC9xuN7xeL0ZHR3H06FHcc88909cY+/zGBLc7eoyIiIjmh/l+Wr8DkUjElMOx4ZER/eKygBpDMk3TkEwmMTIyYrr1BKbXMBqLpX3zaMacNxIRaJqGcDhsdJQZRSKR9E8osK/G43EAwMTEhMFJbu3qtWtK/WBrgflfe6LFIHXReqfTefN7dJaIRqMIh8Nwu9147733cO+99yIYDKKwsNDQo8dm+r4idapkPBFHPD49EOvs7ERbaxs6Oztxvvs8rg5dxeTkJK5fv45wOAxN09J+QQZA/57AbrfD7XajqakJdXV1KC4uxrJly0x95BwREVG2U3o4tn7dOlMeTeR2u9Fy8iScTicA8w7HUrksFgvylixBQX4+QqGQPnwwE4vFgkQyqV+PJfU5s7kxU05ODkpKSmC1WOB0Os03zPv8t9NT16/D6/FM/6be6EwzuHFf9fv9qAmFYLfbzbemmM6Y1DS4XC79OjIq0ESdQR5RtovH48jJydEv4p6NpqamkJ+fD7fbjbfffhsbNmxAcXExKisrF2xIdKsOuXEYFo/H0dvbi87OTnR2dKKtrQ2XLl3C1NQUwuEwpqamEIvFYLVa9SPdbTYbREQ/yuzGX5ZMTk6ioKAALpcLR48exfr161FYWKjfmIADMiIiooVnETP+dHkbY2Nj8Pl8OH3yAyxdutToOBlpn/9w7HA4IV88185sBIhFo0gmkzDtdOQGLpcL1s9PXTWz5OcXVzb9PzGZPkXR7nSqcOAYYpEoklrS6BizMn3qt83U7wEWWKCJhuuTk1i9dj1GR0fh9XqNjmW4VM8QGcXhcMBut5v66OO7lZubiyVLlmB0dBTf/va38eSTT2LLli1wuVz6UVdz6VZ9rGkaYrHY9LXD4gkMXR1Ce3s7ujq70NXVhZ6eHoTDYUQiEUQiEYTDYT1j6iP19ySTydseObxkyRLk5uZibGwMDz/8MJ566imsX78eTqdzXp67GYyPj6O8vJw9cwN2DRHR/PgyXaPkcOzSpUsoLy83OgYRUdb59NNPUVZWZnQMw7FniIjmB3vm/128eBHV1dVGxyAiyjpfpmuUHI5pmobu7m7U1tbi008/hcfjMTrSHUn95kzF7IDa+VXODjC/kVTODtw+v4hgYmJi+lTgLDxi4U6xZ4zF/MZROTvA/EZiz9y50dFR5OfnY2BgQMmj6bJ5fzU75jeOytmB7M9/N12j5DXHrFYrSktLAQAej0fJFxVQOzugdn6VswPMbySVswO3zq/iN+bzhT1jDsxvHJWzA8xvJPbM7KV+cPN6vcq+3kD27q8qYH7jqJwdyO78X7Zr+GsbIiIiIiIiIiJatDgcIyIiIiIiIiKiRUvZ4ZjL5cL+/fvhcrmMjnLHVM4OqJ1f5ewA8xtJ5eyA+vmNoPKaqZwdYH4jqZwdYH4jqZzdKKqvmcr5Vc4OML+RVM4OMP+tKHlBfiIiIiIiIiIiormg7JFjREREREREREREd4vDMSIiIiIiIiIiWrQ4HCMiIiIiIiIiokWLwzEiIiIiIiIiIlq0lByO/fGPf8Ty5cvhdrtRX1+P06dPGx0po1/+8pewWCxpH6tWrdIfj0Qi2LdvH5YtW4a8vDw8+uijuHLliiFZ3333Xdx///0oKSmBxWLBG2+8kfa4iOAXv/gFgsEgcnJy0NjYiJ6enrRtRkZG8MQTT8Dj8cDn8+EHP/gBJicnTZH/ySefvOm12LVrlynyHzhwAJs3b8bSpUtRVFSEhx56CN3d3WnbzGZfGRgYwLe+9S3k5uaiqKgIL7zwAhKJhCnyf+Mb37hp/Z955hnD87/yyitYu3YtPB4PPB4PGhoacOTIEf1xM6/7bPKbdd1VwJ6Ze+wZ9sx85jfz+53KXcOemV8qdI1KPQOo3TUq9wygdtewZ8ybfUHXXRRz8OBBcTqd8uc//1k6Oztl79694vP55MqVK0ZHu8n+/fulrq5OLl++rH9cvXpVf/yZZ56R8vJyaWpqkjNnzsjWrVtl27ZthmQ9fPiw/OxnP5PXX39dAMihQ4fSHv/Nb34jXq9X3njjDfnoo4/kgQcekKqqKgmHw/o2u3btknXr1snJkyflvffek1AoJI8//rgp8u/Zs0d27dqV9lqMjIykbWNU/vvuu09effVV6ejokLa2NvnmN78pFRUVMjk5qW9zu30lkUjI6tWrpbGxUVpbW+Xw4cPi9/vlpZdeMkX+r3/967J379609R8bGzM8/z//+U/597//LRcuXJDu7m55+eWXxeFwSEdHh4iYe91nk9+s62527Jn5wZ5hz8xnfjO/36ncNeyZ+aNK16jUMyJqd43KPSOidtewZ8ybfSHXXbnh2JYtW2Tfvn36fyeTSSkpKZEDBw4YmCqz/fv3y7p16zI+Njo6Kg6HQ/7+97/rn/v4448FgLS0tCxQwsy++GasaZoEAgH57W9/q39udHRUXC6X/PWvfxURka6uLgEgH374ob7NkSNHxGKxyP/+978Fyy5yc36R6TJ58MEHZ/waM+UfGhoSAHL8+HERmd2+cvjwYbFarTI4OKhv88orr4jH45FoNGpofpHpN7Uf/ehHM36NmfLn5+fLn/70J+XWPSWVX0StdTcT9sz8Y89MY8/MTX4R9d7vVO4a9szcUKVrVO0ZEbW7RvWeEVG7a9gz5sgusrDrrtRplbFYDGfPnkVjY6P+OavVisbGRrS0tBiYbGY9PT0oKSnBihUr8MQTT2BgYAAAcPbsWcTj8bTnsmrVKlRUVJjuufT392NwcDAtq9frRX19vZ61paUFPp8PmzZt0rdpbGyE1WrFqVOnFjxzJs3NzSgqKsLKlSvx7LPPYnh4WH/MTPnHxsYAAAUFBQBmt6+0tLRgzZo1KC4u1re57777MD4+js7OzgVMf3P+lL/85S/w+/1YvXo1XnrpJUxNTemPmSF/MpnEwYMHcf36dTQ0NCi37l/Mn2L2dTcb9owx2DPsmTuhas8AancNe2buqNY12dAzQHZ0jSo9A6jdNewZc2RPWah1t9/9U1g4165dQzKZTHviAFBcXIzz588blGpm9fX1eO2117By5UpcvnwZv/rVr/C1r30NHR0dGBwchNPphM/nS/ua4uJiDA4OGhN4Bqk8mdY99djg4CCKiorSHrfb7SgoKDDF89m1axceeeQRVFVVoa+vDy+//DJ2796NlpYW2Gw20+TXNA0//vGP8dWvfhWrV68GgFntK4ODgxlfn9RjCyVTfgD47ne/i8rKSpSUlKC9vR0//elP0d3djddff93w/OfOnUNDQwMikQjy8vJw6NAh1NbWoq2tTYl1nyk/YO51Nyv2jDHYM+yZ2VKxZwC1u4Y9M/dU6pps6RlA/a5RpWcAtbuGPWOe7MDCrrtSwzHV7N69W//z2rVrUV9fj8rKSvztb39DTk6OgckWn+985zv6n9esWYO1a9eiuroazc3N2LFjh4HJ0u3btw8dHR04ceKE0VG+lJnyP/300/qf16xZg2AwiB07dqCvrw/V1dULHTPNypUr0dbWhrGxMfzjH//Anj17cPz4cUMz3YmZ8tfW1pp63WlusGfMgz2zMFTsGUDtrmHPLG7sGfNQpWcAtbuGPbPwzNIzSp1W6ff7YbPZbrqzwpUrVxAIBAxKNXs+nw/33HMPent7EQgEEIvFMDo6mraNGZ9LKs+t1j0QCGBoaCjt8UQigZGREdM9HwBYsWIF/H4/ent7AZgj/3PPPYd//etfeOedd1BWVqZ/fjb7SiAQyPj6pB5bCDPlz6S+vh4A0tbfqPxOpxOhUAgbN27EgQMHsG7dOvz+979XZt1nyp+JmdbdrNgzxmDPsGdmQ9WeAdTuGvbM3FO5a1TtGSD7usaMPQOo3TXsGXNlz2Q+112p4ZjT6cTGjRvR1NSkf07TNDQ1NaWdk2pWk5OT6OvrQzAYxMaNG+FwONKeS3d3NwYGBkz3XKqqqhAIBNKyjo+P49SpU3rWhoYGjI6O4uzZs/o2x44dg6Zp+g5sJpcuXcLw8DCCwSAAY/OLCJ577jkcOnQIx44dQ1VVVdrjs9lXGhoacO7cubRCfPvtt+HxePRDUo3Kn0lbWxsApK2/Ufm/SNM0RKNR06/7TFL5MzHzupsFe8YY7Bn2zN3kz8Ts73cqdw175u6p3DWq9gyQfV1jpp4B1O4a9ow5s2cyr+t+hzcOMNzBgwfF5XLJa6+9Jl1dXfL000+Lz+dLuzuBWTz//PPS3Nws/f398v7770tjY6P4/X4ZGhoSkelbqlZUVMixY8fkzJkz0tDQIA0NDYZknZiYkNbWVmltbRUA8rvf/U5aW1vlv//9r4hM3/bY5/PJm2++Ke3t7fLggw9mvO3xhg0b5NSpU3LixAmpqalZsFsH3yr/xMSE/OQnP5GWlhbp7++X//znP/KVr3xFampqJBKJGJ7/2WefFa/XK83NzWm3qJ2amtK3ud2+krqF7c6dO6WtrU2OHj0qhYWFC3L73dvl7+3tlV//+tdy5swZ6e/vlzfffFNWrFgh27dvNzz/iy++KMePH5f+/n5pb2+XF198USwWi7z11lsiYu51v11+M6+72bFn5gd7hj0zX/nN/n6nctewZ+aPKl2jUs+IqN01KveMiNpdw54xZ/aFXnflhmMiIn/4wx+koqJCnE6nbNmyRU6ePGl0pIwee+wxCQaD4nQ6pbS0VB577DHp7e3VHw+Hw/LDH/5Q8vPzJTc3Vx5++GG5fPmyIVnfeecdAXDTx549e0Rk+tbHP//5z6W4uFhcLpfs2LFDuru70/6O4eFhefzxxyUvL088Ho889dRTMjExYXj+qakp2blzpxQWForD4ZDKykrZu3fvTd98GJU/U24A8uqrr+rbzGZf+eSTT2T37t2Sk5Mjfr9fnn/+eYnH44bnHxgYkO3bt0tBQYG4XC4JhULywgsvyNjYmOH5v//970tlZaU4nU4pLCyUHTt26CUiYu51v11+M6+7Ctgzc489w56Zr/xmf79TuWvYM/NLha5RqWdE1O4alXtGRO2uYc+YM/tCr7tFROTOjjUjIiIiIiIiIiLKDkpdc4yIiIiIiIiIiGgucThGRERERERERESLFodjRERERERERES0aHE4RkREREREREREixaHY0REREREREREtGhxOEZERERERERERIsWh2NERERERERERLRocThGRERERERERESLFodjRERERERERES0aHE4RkREREREREREixaHY0REREREREREtGhxOEZERERERERERIvW/wG5IhsnqX+t7QAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<Figure size 1500x1500 with 3 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "%matplotlib inline\n",
    "import cv2 as cv\n",
    "import numpy as np\n",
    "from matplotlib import pyplot as plt\n",
    "\n",
    "img = cv.imread('../data/chessboard.png')\n",
    "rows,cols,ch = img.shape\n",
    "print(img.shape)\n",
    "\n",
    "offsetX=100\n",
    "offsetY=50\n",
    "pts1 = np.float32([[50,50],[200,50],[50,200]])\n",
    "pts2 = np.float32([[10+offsetX,100+offsetY],[200+offsetX,50+offsetY],[100+offsetX,250+offsetY]])\n",
    "M = cv.getAffineTransform(pts1,pts2)\n",
    "dst = cv.warpAffine(img,M,(cols,rows))\n",
    "\n",
    "plt.figure(figsize=(15,15))\n",
    "plt.subplot(131),plt.imshow(img),plt.title('Imput')\n",
    "plt.subplot(132),plt.imshow(dst),plt.title('Output')\n",
    "\n",
    "M = cv.getAffineTransform(pts2,pts1)\n",
    "dst2 = cv.warpAffine(dst,M,(cols,rows))\n",
    "plt.subplot(133),plt.imshow(dst2),plt.title('Input_FromOutput')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "a7655c37",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.8.16"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
